NN	0	00:00:00.361	Warrior_EA (SP500,H1)	CSignalNewsFilter::Direction: CalendarValueHistory failed for country US, error 4806 - news filter did not check this country for the current window.
MJ	0	00:05:22.087	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 20, OOS accuracy 18.3%, IS error 85930037011230112.00 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15694) Sell:n/a (0) | OOS raw out B:426289294999552.000..78078236243787776.000 S:-78078236243787776.000..-426289294999552.000 N:-78078236243787776.000..-426289294999552.000 spread avg 49541420193150952.0000
KP	0	00:05:22.252	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1117 | Neutral: 34276 | measured imbalance ~30.7:1 -> reps up to 21x (70% parity) (mid-run rebuild after new-bar cache invalidation - era 20 resumes on the relabeled window)
JE	0	00:27:46.818	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 21, OOS accuracy 74.4%, IS error 3390280817851936.50 | OOS recall Buy:7% Sell:0% Neutral:95% (need >=40% each) | OOS balanced acc 34% | OOS calls Buy:5% (win rate 5%) Sell:0% (win rate n/a) | live win rate Buy:5% (732) Sell:n/a (0) | OOS raw out B:94695296335872.000..4874525351084032.000 S:95042215608320.000..4955348045660160.000 N:96431209709568.000..5022834329911296.000 spread avg 62935704561364.6406
IJ	0	00:50:11.195	Warrior_EA (SP500,H1)	Perceptron: new best balanced accuracy 38.0% - plateau escape worked, clearing plateau stage 2 (focal gamma stays at 0.00)
LI	0	00:50:11.243	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 22, OOS accuracy 41.2%, IS error 2925133476908713.50 | OOS recall Buy:24% Sell:58% Neutral:32% (need >=40% each) | OOS balanced acc 38% | OOS calls Buy:19% (win rate 4%) Sell:48% (win rate 4%) | live win rate Buy:4% (3029) Sell:4% (7572) | best bal 38.0%, 0 eras since (stage 0/3, gamma 0.00) | OOS raw out B:-94442790846464.000..118477083901952.000 S:-90338471444480.000..123004482748416.000 N:-221025845379072.000..110947947511808.000 spread avg 60448488038034.6328
LL	0	01:00:00.274	Warrior_EA (SP500,H1)	CSignalNewsFilter::Direction: CalendarValueHistory failed for country US, error 4806 - news filter did not check this country for the current window.
MI	0	01:12:34.971	Warrior_EA (SP500,H1)	Perceptron: OOS balanced accuracy regressed from best 38.0% to 29.0% (blended 41.2%->31.5%) - no recall-passing checkpoint yet, letting training continue past this without decaying eta (still 0.000300)
NF	0	01:12:35.020	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 23, OOS accuracy 31.5%, IS error 13143851299746750.00 | OOS recall Buy:58% Sell:0% Neutral:29% (need >=40% each) | OOS balanced acc 29% | OOS calls Buy:71% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (11135) Sell:n/a (0) | best bal 38.0%, 1 eras since (stage 0/3, gamma 0.00) | OOS raw out B:867539303268352.000..37391392573489152.000 S:867854714929152.000..36918216026488832.000 N:880539699511296.000..37356315575582720.000 spread avg 212287069247650.1875
IJ	0	01:12:35.045	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1117 | Neutral: 34276 | measured imbalance ~30.7:1 -> reps up to 21x (70% parity) (mid-run rebuild after new-bar cache invalidation - era 23 resumes on the relabeled window)
FM	0	01:34:57.263	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 24, OOS accuracy 59.2%, IS error 4581237484122085.00 | OOS recall Buy:10% Sell:30% Neutral:69% (need >=40% each) | OOS balanced acc 36% | OOS calls Buy:6% (win rate 5%) Sell:24% (win rate 4%) | live win rate Buy:5% (1018) Sell:4% (3839) | best bal 38.0%, 2 eras since (stage 0/3, gamma 0.00) | OOS raw out B:113917212753920.000..5447188373045248.000 S:115761087512576.000..5692903452049408.000 N:115944294711296.000..5693103168028672.000 spread avg 85741443138766.7500
OR	0	01:57:21.091	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 25, OOS accuracy 14.9%, IS error 26661769250650804.00 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15695) Sell:n/a (0) | best bal 38.0%, 3 eras since (stage 0/3, gamma 0.00) | OOS raw out B:1339707136933888.000..102467388422750208.000 S:-102467388422750208.000..-1339707136933888.000 N:-102467388422750208.000..-1339707136933888.000 spread avg 71108705714969200.0000
KH	0	01:59:59.714	Warrior_EA (SP500,H1)	CSignalNewsFilter::Direction: CalendarValueHistory failed for country US, error 4806 - news filter did not check this country for the current window.
GQ	0	02:19:44.093	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 26, OOS accuracy 77.1%, IS error 7804577219991502.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | best bal 38.0%, 4 eras since (stage 0/3, gamma 0.00) | OOS raw out B:232030927323136.000..22314917050712064.000 S:232563385827328.000..22366211845128192.000 N:232872908685312.000..22396023213129728.000 spread avg 33811593973907.4492
HG	0	02:19:44.118	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1117 | Neutral: 34277 | measured imbalance ~30.7:1 -> reps up to 21x (70% parity) (mid-run rebuild after new-bar cache invalidation - era 26 resumes on the relabeled window)
QK	0	02:42:07.505	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 27, OOS accuracy 18.6%, IS error 14736302190210886.00 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15695) Sell:n/a (0) | best bal 38.0%, 5 eras since (stage 0/3, gamma 0.00) | OOS raw out B:532642214707200.000..43743524650221568.000 S:527511372955648.000..43347232312786944.000 N:531125923479552.000..43613400026054656.000 spread avg 152642261878924.0000
KM	0	02:59:59.542	Warrior_EA (SP500,H1)	CSignalNewsFilter::Direction: CalendarValueHistory failed for country US, error 4806 - news filter did not check this country for the current window.
IF	0	03:04:30.695	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 28, OOS accuracy 12.8%, IS error 4104175781752870.50 | OOS recall Buy:0% Sell:93% Neutral:9% (need >=40% each) | OOS balanced acc 34% | OOS calls Buy:0% (win rate n/a) Sell:92% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (14366) | best bal 38.0%, 6 eras since (stage 0/3, gamma 0.00) | OOS raw out B:75055895674880.000..6191774640898048.000 S:77166184235008.000..6368944189341696.000 N:74112613482496.000..6250136803999744.000 spread avg 67738463098431.1484
EH	0	03:04:30.844	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1117 | Neutral: 34278 | measured imbalance ~30.7:1 -> reps up to 21x (70% parity) (mid-run rebuild after new-bar cache invalidation - era 28 resumes on the relabeled window)
OS	0	03:26:57.408	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 29, OOS accuracy 76.7%, IS error 17397062490494852.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | best bal 38.0%, 7 eras since (stage 0/3, gamma 0.00) | OOS raw out B:478604815237120.000..69150115926900736.000 S:479397068931072.000..69306396901900288.000 N:481051973517312.000..69458975615090688.000 spread avg 112481771855889.2188
LL	0	03:49:26.436	Warrior_EA (SP500,H1)	Perceptron: OOS balanced accuracy regressed from best 38.0% to 32.7% (blended 41.2%->77.8%) - no recall-passing checkpoint yet, letting training continue past this without decaying eta (still 0.000300)
HO	0	03:49:26.436	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best 38.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
RF	0	03:49:26.473	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 30, OOS accuracy 77.8%, IS error 20474286841440496.00 | OOS recall Buy:7% Sell:8% Neutral:83% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:6% (win rate 4%) Sell:10% (win rate 3%) | live win rate Buy:4% (935) Sell:3% (1647) | best bal 38.0%, 8 eras since (stage 1/3, gamma 0.00) | OOS raw out B:173848028774400.000..39065081199198208.000 S:173234620203008.000..39260476441362432.000 N:171455698436096.000..39273576091615232.000 spread avg 72373416591700.3125
FI	0	04:00:00.545	Warrior_EA (SP500,H1)	CSignalNewsFilter::Direction: CalendarValueHistory failed for country US, error 4806 - news filter did not check this country for the current window.
EP	0	04:11:53.323	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 31, OOS accuracy 90.2%, IS error 14822219135284932.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | best bal 38.0%, 9 eras since (stage 1/3, gamma 0.00) | OOS raw out B:499824604479488.000..42924629005697024.000 S:502858160013312.000..43190255553085440.000 N:504426997481472.000..43319813241569280.000 spread avg 149326982656572.0312
LE	0	04:11:53.339	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1117 | Neutral: 34278 | measured imbalance ~30.7:1 -> reps up to 21x (70% parity) (mid-run rebuild after new-bar cache invalidation - era 31 resumes on the relabeled window)
HJ	0	04:34:22.552	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 32, OOS accuracy 21.4%, IS error 11290583271331866.00 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15683) | best bal 38.0%, 10 eras since (stage 1/3, gamma 0.00) | OOS raw out B:525887304892416.000..18848835493167104.000 S:531331847028736.000..18942693413486592.000 N:530330750550016.000..18901382270550016.000 spread avg 47153666843801.8906
JS	0	04:56:47.072	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 33, OOS accuracy 7.0%, IS error 8045511448314007.00 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate 0%) Sell:100% (win rate 3%) | live win rate Buy:0% (15) Sell:3% (15681) | best bal 38.0%, 11 eras since (stage 1/3, gamma 0.00) | OOS raw out B:214123094736896.000..19613865805348864.000 S:214191159902208.000..19640870412222464.000 N:214154786897920.000..19630787976495104.000 spread avg 11855917701105.3867
QG	0	05:00:00.239	Warrior_EA (SP500,H1)	CSignalNewsFilter::Direction: CalendarValueHistory failed for country US, error 4806 - news filter did not check this country for the current window.
QL	0	05:19:10.926	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 34, OOS accuracy 27.8%, IS error 3034092669290936.50 | OOS recall Buy:68% Sell:0% Neutral:33% (need >=40% each) | OOS balanced acc 34% | OOS calls Buy:67% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (10565) Sell:n/a (0) | best bal 38.0%, 12 eras since (stage 1/3, gamma 0.00) | OOS raw out B:99421555523584.000..6180891193769984.000 S:97531887353856.000..6062367813140480.000 N:96765713842176.000..6135570698862592.000 spread avg 50117397332552.5469
EQ	0	05:19:10.943	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1117 | Neutral: 34279 | measured imbalance ~30.7:1 -> reps up to 21x (70% parity) (mid-run rebuild after new-bar cache invalidation - era 34 resumes on the relabeled window)
HG	0	05:41:33.464	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 35, OOS accuracy 79.8%, IS error 3472640358453869.50 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | best bal 38.0%, 13 eras since (stage 1/3, gamma 0.00) | OOS raw out B:123807859736576.000..6985972075986944.000 S:126489269895168.000..7132388584849408.000 N:128912629694464.000..7257475749249024.000 spread avg 103802722805390.4844
RK	0	06:00:00.068	Warrior_EA (SP500,H1)	CSignalNewsFilter::Direction: CalendarValueHistory failed for country US, error 4806 - news filter did not check this country for the current window.
DP	0	06:03:54.468	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 36, OOS accuracy 25.8%, IS error 9597282578459740.00 | OOS recall Buy:0% Sell:92% Neutral:9% (need >=40% each) | OOS balanced acc 34% | OOS calls Buy:0% (win rate n/a) Sell:91% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (14278) | best bal 38.0%, 14 eras since (stage 1/3, gamma 0.00) | OOS raw out B:14798406287360.000..20351268740399104.000 S:18790228164608.000..20602290251497472.000 N:14964834172928.000..20524671602524160.000 spread avg 83804394589218.4531
PE	0	06:03:54.904	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1117 | Neutral: 34280 | measured imbalance ~30.7:1 -> reps up to 21x (70% parity) (mid-run rebuild after new-bar cache invalidation - era 36 resumes on the relabeled window)
HI	0	06:26:16.303	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 37, OOS accuracy 8.0%, IS error 5150114665121497.00 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate 0%) Sell:100% (win rate 3%) | live win rate Buy:0% (3) Sell:3% (15693) | best bal 38.0%, 15 eras since (stage 1/3, gamma 0.00) | OOS raw out B:87514102628352.000..20078916274225152.000 S:87534226898944.000..20083773882236928.000 N:86843928346624.000..19923825005166592.000 spread avg 53128719650243.9766
NR	0	06:48:42.881	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best 38.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
QD	0	06:48:42.930	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 38, OOS accuracy 4.2%, IS error 3826656403341502.00 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15696) | best bal 38.0%, 16 eras since (stage 2/3, gamma 0.00) | OOS raw out B:-2024677916540928.000..-87637859762176.000 S:120020772323328.000..2669859313811456.000 N:-4355349435908096.000..-193863163576320.000 spread avg 3193457160600748.0000
EH	0	06:59:59.731	Warrior_EA (SP500,H1)	CSignalNewsFilter::Direction: CalendarValueHistory failed for country US, error 4806 - news filter did not check this country for the current window.
JS	0	07:11:09.191	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 39, OOS accuracy 45.0%, IS error 4173433924320091.00 | OOS recall Buy:22% Sell:28% Neutral:57% (need >=40% each) | OOS balanced acc 36% | OOS calls Buy:22% (win rate 3%) Sell:20% (win rate 4%) | live win rate Buy:3% (3511) Sell:4% (3187) | best bal 38.0%, 17 eras since (stage 2/3, gamma 0.00) | OOS raw out B:130445899464704.000..3868144720412672.000 S:130777618579456.000..3841304932909056.000 N:135836259581952.000..3874655622397952.000 spread avg 5724333205969.5498
HD	0	07:11:09.263	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1117 | Neutral: 34281 | measured imbalance ~30.7:1 -> reps up to 21x (70% parity) (mid-run rebuild after new-bar cache invalidation - era 39 resumes on the relabeled window)
QM	0	07:33:38.224	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 40, OOS accuracy 69.3%, IS error 7103598998582887.00 | OOS recall Buy:21% Sell:0% Neutral:81% (need >=40% each) | OOS balanced acc 34% | OOS calls Buy:19% (win rate 4%) Sell:0% (win rate n/a) | live win rate Buy:4% (2987) Sell:n/a (0) | best bal 38.0%, 18 eras since (stage 2/3, gamma 0.00) | OOS raw out B:568605552934912.000..17287029691777024.000 S:560549200920576.000..17027464416985088.000 N:568692928675840.000..17385299617251328.000 spread avg 143853206965315.8438
GP	0	07:56:15.103	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 41, OOS accuracy 17.0%, IS error 44496758413403152.00 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15697) | best bal 38.0%, 19 eras since (stage 2/3, gamma 0.00) | OOS raw out B:816534821797888.000..32273818781220864.000 S:821294719303680.000..32439256626495488.000 N:813310442209280.000..32267773614751744.000 spread avg 79601200871663.1562
ME	0	08:18:57.703	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 42, OOS accuracy 6.1%, IS error 6378246076588832.00 | OOS recall Buy:99% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:99% (win rate 3%) Sell:1% (win rate 2%) | live win rate Buy:3% (15618) Sell:2% (81) | best bal 38.0%, 20 eras since (stage 2/3, gamma 0.00) | OOS raw out B:97292644253696.000..9304761031458816.000 S:97671289241600.000..9228676759552000.000 N:95663257812992.000..9125904634609664.000 spread avg 71964457879156.0781
CI	0	08:18:58.114	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1117 | Neutral: 34281 | measured imbalance ~30.7:1 -> reps up to 21x (70% parity) (mid-run rebuild after new-bar cache invalidation - era 42 resumes on the relabeled window)
IO	0	08:41:34.215	Warrior_EA (SP500,H1)	Perceptron: OOS balanced accuracy regressed from best 38.0% to 32.0% (blended 41.2%->22.1%) - no recall-passing checkpoint yet, letting training continue past this without decaying eta (still 0.000300)
IL	0	08:41:34.266	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 43, OOS accuracy 22.1%, IS error 2259433392435460.00 | OOS recall Buy:67% Sell:4% Neutral:25% (need >=40% each) | OOS balanced acc 32% | OOS calls Buy:68% (win rate 3%) Sell:7% (win rate 2%) | live win rate Buy:3% (10740) Sell:2% (1046) | best bal 38.0%, 21 eras since (stage 2/3, gamma 0.00) | OOS raw out B:9340861808640.000..700699620933632.000 S:9231860236288.000..698251086921728.000 N:6904710955008.000..614765848166400.000 spread avg 31292340014693.4102
QS	0	09:04:06.079	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 44, OOS accuracy 14.4%, IS error 4259189638664924.00 | OOS recall Buy:0% Sell:90% Neutral:10% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:90% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (14192) | best bal 38.0%, 22 eras since (stage 2/3, gamma 0.00) | OOS raw out B:86068569309184.000..9521210203308032.000 S:87577193349120.000..9660428346982400.000 N:86861695418368.000..9609195829592064.000 spread avg 52031827590313.3750
QE	0	09:04:06.097	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1117 | Neutral: 34282 | measured imbalance ~30.7:1 -> reps up to 21x (70% parity) (mid-run rebuild after new-bar cache invalidation - era 44 resumes on the relabeled window)
OI	0	09:26:36.978	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 45, OOS accuracy 5.6%, IS error 19028055386397536.00 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15700) | best bal 38.0%, 23 eras since (stage 2/3, gamma 0.00) | OOS raw out B:304282091913216.000..33914573597704192.000 S:306205935271936.000..34128997692473344.000 N:305929983623168.000..34098239284183040.000 spread avg 86810296482963.4062
CQ	0	09:49:35.863	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best 38.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
FS	0	09:49:35.912	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 46, OOS accuracy 3.8%, IS error 11982485118457010.00 | OOS recall Buy:2% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 34% | OOS calls Buy:1% (win rate 7%) Sell:99% (win rate 3%) | live win rate Buy:7% (138) Sell:3% (15563) | best bal 38.0%, 0 eras since (stage 0/3, gamma 0.00) | OOS raw out B:117452046336000.000..14103080240939008.000 S:119937909653504.000..14390490862452736.000 N:119317765029888.000..14316009687089152.000 spread avg 102212431585164.6875
MH	0	10:12:55.080	Warrior_EA (SP500,H1)	Perceptron: OOS balanced accuracy regressed from best 38.0% to 32.7% (blended 41.2%->31.2%) - no recall-passing checkpoint yet, letting training continue past this without decaying eta (still 0.000300)
JD	0	10:12:55.127	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 47, OOS accuracy 31.2%, IS error 5692679862917817.00 | OOS recall Buy:2% Sell:58% Neutral:38% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:1% (win rate 4%) Sell:60% (win rate 3%) | live win rate Buy:4% (187) Sell:3% (9472) | best bal 38.0%, 1 eras since (stage 0/3, gamma 0.00) | OOS raw out B:45337515393024.000..8896915231997952.000 S:40864084656128.000..8922387609288704.000 N:46235536850944.000..8949517843955712.000 spread avg 35576602121482.1953
OJ	0	10:12:55.144	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1117 | Neutral: 34283 | measured imbalance ~30.7:1 -> reps up to 21x (70% parity) (mid-run rebuild after new-bar cache invalidation - era 47 resumes on the relabeled window)
HP	0	10:36:51.518	Warrior_EA (SP500,H1)	Perceptron: OOS balanced accuracy regressed from best 38.0% to 32.7% (blended 41.2%->75.7%) - no recall-passing checkpoint yet, letting training continue past this without decaying eta (still 0.000300)
IL	0	10:36:51.570	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 48, OOS accuracy 75.7%, IS error 2710425330255958.50 | OOS recall Buy:0% Sell:5% Neutral:93% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:7% (win rate 2%) | live win rate Buy:n/a (0) Sell:2% (1100) | best bal 38.0%, 2 eras since (stage 0/3, gamma 0.00) | OOS raw out B:-6042144959627264.000..-295165151412224.000 S:-3760869859131392.000..-183117591609344.000 N:-3731107346382848.000..-181028593336320.000 spread avg 996984410495112.8750
CQ	0	10:51:04.859	Warrior_EA (SP500,H1)	OnDeinit: shutting down - reason: EA removed from chart
PP	0	10:51:05.034	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_2e754b43.nnw
EP	2	10:51:09.002	Warrior_EA (SP500,H1)	Abnormal termination
ID	0	12:06:33.250	Warrior_EA (SP500,H1)	OnInit: build tag hotreload-arrows-v1
LO	0	12:06:33.250	Warrior_EA (SP500,H1)	OnInit: trade settings snapshot - AIType=1 Entry_Multiplier=0 SL_Mode=1 TP_Mode=-101 Min_Risk_Reward_Ratio=2 TrailingStrategy=0 MM_STRATEGY=0
KE	0	12:06:33.256	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c.nnw
NF	0	12:06:33.256	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
GL	0	12:06:33.456	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c.nnw
NN	0	12:06:33.456	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
GD	0	12:06:33.867	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c.nnw
RG	0	12:06:33.867	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
NS	0	12:06:34.685	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c.nnw
GO	0	12:06:34.685	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
OK	0	12:06:36.293	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c.nnw
RH	0	12:06:36.293	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
DR	0	12:06:36.293	Warrior_EA (SP500,H1)	Perceptron: no saved model for this config yet - starting a fresh training run from era 0.
DR	0	12:06:36.304	Warrior_EA (SP500,H1)	OpenCL: GPU device 'AMD Radeon RX 580' selected
QN	0	12:06:36.637	Warrior_EA (SP500,H1)	CExpertSignalAIBase::InitNeuralNetwork: Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c - training NOT complete (interrupted or never converged) - resuming full training now
ND	0	12:06:37.024	Warrior_EA (SP500,H1)	OnInit: WARNING - AlgoTrading is currently disabled (terminal or EA); signals will still train but no orders will be sent until it is re-enabled
IR	0	12:06:37.625	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34282 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (seeding era 0's class-balance oversampling)
FP	0	12:06:45.908	Warrior_EA (SP500,H1)	OnInit: build tag hotreload-arrows-v1
FD	0	12:06:45.908	Warrior_EA (SP500,H1)	OnInit: trade settings snapshot - AIType=2 Entry_Multiplier=0 SL_Mode=1 TP_Mode=-101 Min_Risk_Reward_Ratio=2 TrailingStrategy=0 MM_STRATEGY=0
HL	0	12:06:45.913	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_2e754b43.nnw
KQ	0	12:06:45.923	Warrior_EA (SP500,H1)	OpenCL: GPU device 'AMD Radeon RX 580' selected
OS	0	12:06:46.283	Warrior_EA (SP500,H1)	Perceptron: resumed saved model from era 48 (trainingComplete=false) - continuing, not retraining from era 0.
IO	0	12:06:46.283	Warrior_EA (SP500,H1)	CExpertSignalAIBase::InitNeuralNetwork: Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_2e754b43 - training NOT complete (interrupted or never converged) - resuming full training now
PP	0	12:06:46.655	Warrior_EA (SP500,H1)	OnInit: WARNING - AlgoTrading is currently disabled (terminal or EA); signals will still train but no orders will be sent until it is re-enabled
OE	0	12:06:46.697	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34282 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (mid-run rebuild after new-bar cache invalidation - era 48 resumes on the relabeled window)
GE	0	12:06:47.322	Warrior_EA (SP500,H1)	Perceptron: restored 1000 chart signal arrows in 1047 ms (progressive, non-blocking)
RI	0	12:06:55.655	Warrior_EA (SP500,H1)	OnInit: build tag hotreload-arrows-v1
EJ	0	12:06:55.655	Warrior_EA (SP500,H1)	OnInit: trade settings snapshot - AIType=3 Entry_Multiplier=0 SL_Mode=1 TP_Mode=-101 Min_Risk_Reward_Ratio=2 TrailingStrategy=0 MM_STRATEGY=0
OS	0	12:06:55.662	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
OP	0	12:06:55.663	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
FJ	0	12:06:55.865	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
MH	0	12:06:55.865	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
HR	0	12:06:56.271	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
OQ	0	12:06:56.271	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
MI	0	12:06:57.073	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
NJ	0	12:06:57.073	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
DQ	0	12:06:58.695	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
CR	0	12:06:58.695	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
MK	0	12:06:58.695	Warrior_EA (SP500,H1)	Convolutional: no saved model for this config yet - starting a fresh training run from era 0.
OK	0	12:06:58.743	Warrior_EA (SP500,H1)	OpenCL: GPU device 'AMD Radeon RX 580' selected
HM	0	12:06:59.098	Warrior_EA (SP500,H1)	CExpertSignalAIBase::InitNeuralNetwork: Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d - training NOT complete (interrupted or never converged) - resuming full training now
OM	0	12:06:59.630	Warrior_EA (SP500,H1)	OnInit: WARNING - AlgoTrading is currently disabled (terminal or EA); signals will still train but no orders will be sent until it is re-enabled
KG	0	12:06:59.688	Warrior_EA (SP500,H1)	Convolutional: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34282 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (seeding era 0's class-balance oversampling)
GK	0	12:07:05.898	Warrior_EA (SP500,H1)	OnInit: build tag hotreload-arrows-v1
QL	0	12:07:05.898	Warrior_EA (SP500,H1)	OnInit: trade settings snapshot - AIType=4 Entry_Multiplier=0 SL_Mode=1 TP_Mode=-101 Min_Risk_Reward_Ratio=2 TrailingStrategy=0 MM_STRATEGY=0
HD	0	12:07:05.904	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
GG	0	12:07:05.904	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
GM	0	12:07:06.108	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
PO	0	12:07:06.108	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
DE	0	12:07:06.512	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
KF	0	12:07:06.512	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
LJ	0	12:07:07.331	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
KI	0	12:07:07.331	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
HR	0	12:07:08.932	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
GQ	0	12:07:08.932	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
LD	0	12:07:08.932	Warrior_EA (SP500,H1)	LSTM: no saved model for this config yet - starting a fresh training run from era 0.
GF	0	12:07:08.970	Warrior_EA (SP500,H1)	OpenCL: GPU device 'AMD Radeon RX 580' selected
OO	0	12:07:09.312	Warrior_EA (SP500,H1)	CExpertSignalAIBase::InitNeuralNetwork: Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d - training NOT complete (interrupted or never converged) - resuming full training now
FP	0	12:07:09.819	Warrior_EA (SP500,H1)	OnInit: WARNING - AlgoTrading is currently disabled (terminal or EA); signals will still train but no orders will be sent until it is re-enabled
GE	0	12:07:09.872	Warrior_EA (SP500,H1)	LSTM: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34282 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (seeding era 0's class-balance oversampling)
HG	0	12:07:12.031	Warrior_EA (SP500,H1)	OnInit: build tag hotreload-arrows-v1
QP	0	12:07:12.031	Warrior_EA (SP500,H1)	OnInit: trade settings snapshot - AIType=5 Entry_Multiplier=0 SL_Mode=1 TP_Mode=-101 Min_Risk_Reward_Ratio=2 TrailingStrategy=0 MM_STRATEGY=0
NE	0	12:07:12.037	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
CE	0	12:07:12.037	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
EM	0	12:07:12.241	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
PN	0	12:07:12.241	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
CE	0	12:07:12.636	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
FF	0	12:07:12.636	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
KL	0	12:07:13.451	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
JN	0	12:07:13.451	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
ED	0	12:07:15.057	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
LG	0	12:07:15.057	Warrior_EA (SP500,H1)	CNet::Load: Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d.nnw - FileOpen failed, error 5004. If this file is known to exist, this is likely a transient lock (e.g. another process writing the same file concurrently) rather than a missing/corrupt file.
PS	0	12:07:15.057	Warrior_EA (SP500,H1)	Hybrid: no saved model for this config yet - starting a fresh training run from era 0.
QS	0	12:07:15.095	Warrior_EA (SP500,H1)	OpenCL: GPU device 'AMD Radeon RX 580' selected
QI	0	12:07:15.439	Warrior_EA (SP500,H1)	CExpertSignalAIBase::InitNeuralNetwork: Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d - training NOT complete (interrupted or never converged) - resuming full training now
RE	0	12:07:15.986	Warrior_EA (SP500,H1)	OnInit: WARNING - AlgoTrading is currently disabled (terminal or EA); signals will still train but no orders will be sent until it is re-enabled
EP	0	12:07:16.032	Warrior_EA (SP500,H1)	Hybrid: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34282 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (seeding era 0's class-balance oversampling)
IO	0	12:52:08.606	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 1, OOS accuracy 74.0%, IS error 1.40 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.220..-0.220 S:-0.579..-0.579 N:0.916..0.916 spread avg 1.4947
QM	0	12:52:09.414	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 1, OOS accuracy 2.6%, IS error 9630128.97 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:9494468.000..9494468.000 S:10514156.000..10514156.000 N:10305749.000..10305749.000 spread avg 1019688.0000
JO	0	12:52:09.864	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 49, OOS accuracy 74.0%, IS error 6942356124772631.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:7630541977288704.000..7630541977288704.000 S:7621876343898112.000..7621876343898112.000 N:7665885263167488.000..7665885263167488.000 spread avg 44008919269376.0000
FS	0	12:52:10.020	Warrior_EA (SP500,H1)	LSTM: training in progress - era 1, OOS accuracy 2.6%, IS error 1.36 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15653) Sell:n/a (0) | OOS raw out B:-0.680..-0.680 S:-0.787..-0.787 N:-1.334..-1.334 spread avg 0.6539
EP	0	12:52:10.556	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 1, OOS accuracy 74.0%, IS error 2.07 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-2.774..-2.774 S:-0.878..-0.878 N:-0.871..-0.871 spread avg 1.9031
GE	0	12:52:23.068	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 2, OOS accuracy 89.4%, IS error 0.69 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.220..-0.220 S:-0.579..-0.579 N:0.916..0.916 spread avg 1.4947
IK	0	12:52:23.461	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 2, OOS accuracy 3.1%, IS error 10114073.78 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15655) | OOS raw out B:9494468.000..9494468.000 S:10514156.000..10514156.000 N:10305749.000..10305749.000 spread avg 1019688.0000
ER	0	12:52:24.483	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 50, OOS accuracy 89.4%, IS error 7639046246174170.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:7630541977288704.000..7630541977288704.000 S:7621876343898112.000..7621876343898112.000 N:7665885263167488.000..7665885263167488.000 spread avg 44008919269376.0000
CD	0	12:52:25.198	Warrior_EA (SP500,H1)	LSTM: training in progress - era 2, OOS accuracy 3.1%, IS error 1.37 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15654) Sell:n/a (0) | OOS raw out B:-0.680..-0.680 S:-0.787..-0.787 N:-1.334..-1.334 spread avg 0.6539
DF	0	12:52:27.989	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 2, OOS accuracy 89.4%, IS error 2.07 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-2.774..-2.774 S:-0.878..-0.878 N:-0.871..-0.871 spread avg 1.9031
PJ	0	12:52:36.709	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 3, OOS accuracy 92.6%, IS error 0.69 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.220..-0.220 S:-0.579..-0.579 N:0.916..0.916 spread avg 1.4947
GQ	0	12:52:37.121	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 3, OOS accuracy 3.2%, IS error 10114359.94 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15654) | OOS raw out B:9494468.000..9494468.000 S:10514156.000..10514156.000 N:10305749.000..10305749.000 spread avg 1019688.0000
QD	0	12:52:38.452	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 51, OOS accuracy 92.6%, IS error 7639457999371602.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:7630541977288704.000..7630541977288704.000 S:7621876343898112.000..7621876343898112.000 N:7665885263167488.000..7665885263167488.000 spread avg 44008919269376.0000
NI	0	12:52:39.549	Warrior_EA (SP500,H1)	LSTM: training in progress - era 3, OOS accuracy 3.2%, IS error 1.37 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15654) Sell:n/a (0) | OOS raw out B:-0.680..-0.680 S:-0.787..-0.787 N:-1.334..-1.334 spread avg 0.6539
GM	0	12:52:44.858	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 3, OOS accuracy 92.6%, IS error 2.07 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-2.774..-2.774 S:-0.878..-0.878 N:-0.871..-0.871 spread avg 1.9031
JO	0	12:52:50.038	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 4, OOS accuracy 93.3%, IS error 0.69 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.220..-0.220 S:-0.579..-0.579 N:0.916..0.916 spread avg 1.4947
FN	0	12:52:50.145	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 4, OOS accuracy 3.2%, IS error 10114360.11 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15654) | OOS raw out B:9494468.000..9494468.000 S:10514156.000..10514156.000 N:10305749.000..10305749.000 spread avg 1019688.0000
MO	0	12:52:51.803	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 52, OOS accuracy 93.3%, IS error 7639458242796308.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:7630541977288704.000..7630541977288704.000 S:7621876343898112.000..7621876343898112.000 N:7665885263167488.000..7665885263167488.000 spread avg 44008919269376.0000
KR	0	12:52:53.452	Warrior_EA (SP500,H1)	LSTM: training in progress - era 4, OOS accuracy 3.2%, IS error 1.37 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15653) Sell:n/a (0) | OOS raw out B:-0.680..-0.680 S:-0.787..-0.787 N:-1.334..-1.334 spread avg 0.6539
HP	0	12:53:01.029	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 4, OOS accuracy 93.3%, IS error 2.07 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-2.774..-2.774 S:-0.878..-0.878 N:-0.871..-0.871 spread avg 1.9031
OH	0	12:53:02.982	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 5, OOS accuracy 3.3%, IS error 10114360.11 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15654) | OOS raw out B:9494468.000..9494468.000 S:10514156.000..10514156.000 N:10305749.000..10305749.000 spread avg 1019688.0000
GN	0	12:53:03.093	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 5, OOS accuracy 93.5%, IS error 0.69 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.220..-0.220 S:-0.579..-0.579 N:0.916..0.916 spread avg 1.4947
ER	0	12:53:05.165	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 53, OOS accuracy 93.5%, IS error 7639458242935336.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:7630541977288704.000..7630541977288704.000 S:7621876343898112.000..7621876343898112.000 N:7665885263167488.000..7665885263167488.000 spread avg 44008919269376.0000
PD	0	12:53:07.268	Warrior_EA (SP500,H1)	LSTM: training in progress - era 5, OOS accuracy 3.2%, IS error 1.37 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15654) Sell:n/a (0) | OOS raw out B:-0.680..-0.680 S:-0.787..-0.787 N:-1.334..-1.334 spread avg 0.6539
FJ	0	12:53:12.981	Warrior_EA (SP500,H1)	OnDeinit: shutting down - reason: terminal closed
FG	0	12:53:13.043	Warrior_EA (SP500,H1)	OnDeinit: shutting down - reason: terminal closed
HL	0	12:53:13.139	Warrior_EA (SP500,H1)	OnDeinit: shutting down - reason: terminal closed
NH	0	12:53:13.139	Warrior_EA (SP500,H1)	OnDeinit: shutting down - reason: terminal closed
CK	0	12:53:13.186	Warrior_EA (SP500,H1)	Perceptron: training stopped by user (era 5, weights as of last completed era retained)
KE	0	12:53:13.202	Warrior_EA (SP500,H1)	OnDeinit: shutting down - reason: terminal closed
KL	0	12:53:13.690	Warrior_EA (SP500,H1)	LSTM: training stopped by user (era 5, weights as of last completed era retained)
MM	0	12:53:13.770	Warrior_EA (SP500,H1)	Hybrid: training stopped by user (era 4, weights as of last completed era retained)
PO	0	12:53:13.832	Warrior_EA (SP500,H1)	Perceptron: training stopped by user (era 53, weights as of last completed era retained)
ER	0	12:53:13.848	Warrior_EA (SP500,H1)	Convolutional: training stopped by user (era 5, weights as of last completed era retained)
LS	0	12:55:17.547	Warrior_EA (SP500,H1)	OnInit: build tag hotreload-arrows-v1
JD	0	12:55:17.547	Warrior_EA (SP500,H1)	OnInit: trade settings snapshot - AIType=4 Entry_Multiplier=0 SL_Mode=1 TP_Mode=-101 Min_Risk_Reward_Ratio=2 TrailingStrategy=0 MM_STRATEGY=0
DL	0	12:55:17.560	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
DP	0	12:55:17.611	Warrior_EA (SP500,H1)	OnInit: build tag hotreload-arrows-v1
JN	0	12:55:17.611	Warrior_EA (SP500,H1)	OnInit: build tag hotreload-arrows-v1
NI	0	12:55:17.611	Warrior_EA (SP500,H1)	OnInit: trade settings snapshot - AIType=2 Entry_Multiplier=0 SL_Mode=1 TP_Mode=-101 Min_Risk_Reward_Ratio=2 TrailingStrategy=0 MM_STRATEGY=0
IS	0	12:55:17.611	Warrior_EA (SP500,H1)	OnInit: trade settings snapshot - AIType=1 Entry_Multiplier=0 SL_Mode=1 TP_Mode=-101 Min_Risk_Reward_Ratio=2 TrailingStrategy=0 MM_STRATEGY=0
LQ	0	12:55:17.611	Warrior_EA (SP500,H1)	OnInit: build tag hotreload-arrows-v1
IR	0	12:55:17.611	Warrior_EA (SP500,H1)	OnInit: trade settings snapshot - AIType=5 Entry_Multiplier=0 SL_Mode=1 TP_Mode=-101 Min_Risk_Reward_Ratio=2 TrailingStrategy=0 MM_STRATEGY=0
QG	0	12:55:17.616	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c.nnw
OG	0	12:55:17.616	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
RM	0	12:55:17.617	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_2e754b43.nnw
PQ	0	12:55:17.668	Warrior_EA (SP500,H1)	OnInit: build tag hotreload-arrows-v1
CR	0	12:55:17.668	Warrior_EA (SP500,H1)	OnInit: trade settings snapshot - AIType=3 Entry_Multiplier=0 SL_Mode=1 TP_Mode=-101 Min_Risk_Reward_Ratio=2 TrailingStrategy=0 MM_STRATEGY=0
RK	0	12:55:17.674	Warrior_EA (SP500,H1)	Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d.nnw
NP	0	12:55:17.983	Warrior_EA (SP500,H1)	OpenCL: GPU device 'AMD Radeon RX 580' selected
HL	0	12:55:17.992	Warrior_EA (SP500,H1)	OpenCL: GPU device 'AMD Radeon RX 580' selected
NI	0	12:55:18.001	Warrior_EA (SP500,H1)	OpenCL: GPU device 'AMD Radeon RX 580' selected
MF	0	12:55:18.006	Warrior_EA (SP500,H1)	OpenCL: GPU device 'AMD Radeon RX 580' selected
RS	0	12:55:18.010	Warrior_EA (SP500,H1)	OpenCL: GPU device 'AMD Radeon RX 580' selected
LE	0	12:55:18.686	Warrior_EA (SP500,H1)	LSTM: resumed saved model from era 5 (trainingComplete=false) - continuing, not retraining from era 0.
PR	0	12:55:18.686	Warrior_EA (SP500,H1)	CExpertSignalAIBase::InitNeuralNetwork: Warrior_EA\Neural Networks\State\LSTM\SP500_16385_3.00000000_1.00000000_32dc540d - training NOT complete (interrupted or never converged) - resuming full training now
EP	0	12:55:19.018	Warrior_EA (SP500,H1)	Hybrid: resumed saved model from era 4 (trainingComplete=false) - continuing, not retraining from era 0.
OL	0	12:55:19.018	Warrior_EA (SP500,H1)	CExpertSignalAIBase::InitNeuralNetwork: Warrior_EA\Neural Networks\State\HYB\SP500_16385_3.00000000_1.00000000_32dc540d - training NOT complete (interrupted or never converged) - resuming full training now
HP	0	12:55:19.034	Warrior_EA (SP500,H1)	Perceptron: resumed saved model from era 5 (trainingComplete=false) - continuing, not retraining from era 0.
CR	0	12:55:19.034	Warrior_EA (SP500,H1)	CExpertSignalAIBase::InitNeuralNetwork: Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_848cb42c - training NOT complete (interrupted or never converged) - resuming full training now
QP	0	12:55:19.696	Warrior_EA (SP500,H1)	OnInit: WARNING - AlgoTrading is currently disabled (terminal or EA); signals will still train but no orders will be sent until it is re-enabled
EI	0	12:55:19.696	Warrior_EA (SP500,H1)	OnInit: WARNING - AlgoTrading is currently disabled (terminal or EA); signals will still train but no orders will be sent until it is re-enabled
ML	0	12:55:20.068	Warrior_EA (SP500,H1)	Hybrid: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34282 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (mid-run rebuild after new-bar cache invalidation - era 4 resumes on the relabeled window)
HQ	0	12:55:20.068	Warrior_EA (SP500,H1)	LSTM: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34282 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (mid-run rebuild after new-bar cache invalidation - era 5 resumes on the relabeled window)
GI	0	12:55:20.274	Warrior_EA (SP500,H1)	LSTM: restored 1 chart signal arrows in 1594 ms (progressive, non-blocking)
FJ	0	12:55:20.437	Warrior_EA (SP500,H1)	OnInit: WARNING - AlgoTrading is currently disabled (terminal or EA); signals will still train but no orders will be sent until it is re-enabled
CL	0	12:55:20.481	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34282 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (mid-run rebuild after new-bar cache invalidation - era 5 resumes on the relabeled window)
OQ	0	12:55:20.786	Warrior_EA (SP500,H1)	Convolutional: resumed saved model from era 5 (trainingComplete=false) - continuing, not retraining from era 0.
LK	0	12:55:20.786	Warrior_EA (SP500,H1)	CExpertSignalAIBase::InitNeuralNetwork: Warrior_EA\Neural Networks\State\CONV\SP500_16385_3.00000000_1.00000000_32dc540d - training NOT complete (interrupted or never converged) - resuming full training now
OJ	0	12:55:20.801	Warrior_EA (SP500,H1)	Perceptron: resumed saved model from era 53 (trainingComplete=false) - continuing, not retraining from era 0.
GH	0	12:55:20.801	Warrior_EA (SP500,H1)	CExpertSignalAIBase::InitNeuralNetwork: Warrior_EA\Neural Networks\State\PAI\SP500_16385_3.00000000_1.00000000_2e754b43 - training NOT complete (interrupted or never converged) - resuming full training now
MH	0	12:55:21.089	Warrior_EA (SP500,H1)	Perceptron: restored 1000 chart signal arrows in 2062 ms (progressive, non-blocking)
IJ	0	12:55:21.552	Warrior_EA (SP500,H1)	OnInit: WARNING - AlgoTrading is currently disabled (terminal or EA); signals will still train but no orders will be sent until it is re-enabled
FR	0	12:55:21.568	Warrior_EA (SP500,H1)	OnInit: WARNING - AlgoTrading is currently disabled (terminal or EA); signals will still train but no orders will be sent until it is re-enabled
OJ	0	12:55:21.593	Warrior_EA (SP500,H1)	Convolutional: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34282 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (mid-run rebuild after new-bar cache invalidation - era 5 resumes on the relabeled window)
DJ	0	12:55:21.619	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34282 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (mid-run rebuild after new-bar cache invalidation - era 53 resumes on the relabeled window)
HL	0	12:55:22.197	Warrior_EA (SP500,H1)	Convolutional: restored 1 chart signal arrows in 1422 ms (progressive, non-blocking)
LQ	0	12:55:22.229	Warrior_EA (SP500,H1)	Perceptron: restored 1000 chart signal arrows in 1438 ms (progressive, non-blocking)
ON	0	13:10:59.519	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 6, OOS accuracy 2.6%, IS error 1326542728.96 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15654) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
EI	0	13:10:59.549	Warrior_EA (SP500,H1)	Convolutional: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34283 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (mid-run rebuild after new-bar cache invalidation - era 6 resumes on the relabeled window)
NQ	0	13:11:01.633	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 6, OOS accuracy 2.6%, IS error 13.22 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
LP	0	13:11:01.634	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 5, OOS accuracy 73.9%, IS error 7.06 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
OK	0	13:11:01.664	Warrior_EA (SP500,H1)	Hybrid: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34283 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (mid-run rebuild after new-bar cache invalidation - era 5 resumes on the relabeled window)
KN	0	13:11:01.665	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34283 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (mid-run rebuild after new-bar cache invalidation - era 6 resumes on the relabeled window)
GH	0	13:11:02.677	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 54, OOS accuracy 74.0%, IS error 5578360696485004.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
OL	0	13:11:02.771	Warrior_EA (SP500,H1)	Perceptron: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34283 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (mid-run rebuild after new-bar cache invalidation - era 54 resumes on the relabeled window)
NI	0	13:11:02.874	Warrior_EA (SP500,H1)	LSTM: training in progress - era 6, OOS accuracy 74.0%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
FR	0	13:11:02.911	Warrior_EA (SP500,H1)	LSTM: label cache pre-built - IS true-label distribution -> Buy: 1117 | Sell: 1118 | Neutral: 34283 | measured imbalance ~30.7:1 -> reps up to 18x (60% parity) (mid-run rebuild after new-bar cache invalidation - era 6 resumes on the relabeled window)
CF	0	13:11:10.791	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 7, OOS accuracy 3.1%, IS error 1314987180.02 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
QS	0	13:11:12.078	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 7, OOS accuracy 3.1%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
JR	0	13:11:14.986	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 6, OOS accuracy 89.4%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
KG	0	13:11:15.412	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 55, OOS accuracy 89.4%, IS error 5587222998656295.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
FK	0	13:11:15.501	Warrior_EA (SP500,H1)	LSTM: training in progress - era 7, OOS accuracy 89.4%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
HD	0	13:11:21.507	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 8, OOS accuracy 3.2%, IS error 1314980340.96 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
PQ	0	13:11:22.098	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 8, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
LQ	0	13:11:27.824	Warrior_EA (SP500,H1)	LSTM: training in progress - era 8, OOS accuracy 92.6%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
GD	0	13:11:28.192	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 7, OOS accuracy 92.6%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
GJ	0	13:11:28.345	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 56, OOS accuracy 92.6%, IS error 5587228240065080.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
ML	0	13:11:32.095	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 9, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
KR	0	13:11:32.257	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 9, OOS accuracy 3.2%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
NF	0	13:11:39.800	Warrior_EA (SP500,H1)	LSTM: training in progress - era 9, OOS accuracy 93.3%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
FK	0	13:11:40.831	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 57, OOS accuracy 93.3%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
GN	0	13:11:41.501	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 8, OOS accuracy 93.3%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
JQ	0	13:11:42.168	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 10, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
OS	0	13:11:42.831	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 10, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
HG	0	13:11:52.002	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 11, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
MF	0	13:11:52.039	Warrior_EA (SP500,H1)	LSTM: training in progress - era 10, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
GJ	0	13:11:53.466	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 58, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
PQ	0	13:11:53.524	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 11, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
LG	0	13:11:54.750	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 9, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
FI	0	13:12:02.173	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 12, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
OK	0	13:12:04.054	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 12, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
CO	0	13:12:04.153	Warrior_EA (SP500,H1)	LSTM: training in progress - era 11, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
OQ	0	13:12:06.000	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 59, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
DF	0	13:12:08.048	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 10, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
ME	0	13:12:11.930	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 1.00->1.00. Best checkpoint is safe - this only changes how the NEXT eras train.
HI	0	13:12:11.978	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 13, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
FF	0	13:12:14.678	Warrior_EA (SP500,H1)	Convolutional: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 1.00->1.00. Best checkpoint is safe - this only changes how the NEXT eras train.
KJ	0	13:12:14.696	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 13, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
PM	0	13:12:16.161	Warrior_EA (SP500,H1)	LSTM: training in progress - era 12, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
OS	0	13:12:18.573	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 60, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
FD	0	13:12:21.505	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 11, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
EI	0	13:12:21.980	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 14, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
RK	0	13:12:25.274	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 14, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
PS	0	13:12:28.456	Warrior_EA (SP500,H1)	LSTM: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 1.00->1.00. Best checkpoint is safe - this only changes how the NEXT eras train.
LN	0	13:12:28.480	Warrior_EA (SP500,H1)	LSTM: training in progress - era 13, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
NN	0	13:12:31.098	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 1.00->1.00. Best checkpoint is safe - this only changes how the NEXT eras train.
PS	0	13:12:31.145	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 61, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
ME	0	13:12:31.850	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 15, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
GM	0	13:12:34.571	Warrior_EA (SP500,H1)	Hybrid: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 1.00->1.00. Best checkpoint is safe - this only changes how the NEXT eras train.
CS	0	13:12:34.590	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 12, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
FJ	0	13:12:35.776	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 15, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
QM	0	13:12:40.617	Warrior_EA (SP500,H1)	LSTM: training in progress - era 14, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
HQ	0	13:12:41.765	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 16, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
ES	0	13:12:43.793	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 62, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
NH	0	13:12:46.436	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 16, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
CM	0	13:12:48.039	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 13, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
JN	0	13:12:51.619	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 17, OOS accuracy 3.3%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
ON	0	13:12:52.419	Warrior_EA (SP500,H1)	LSTM: training in progress - era 15, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
ER	0	13:12:56.310	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 63, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
DJ	0	13:12:57.133	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 17, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
RL	0	13:13:01.256	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 14, OOS accuracy 93.5%, IS error 7.04 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
PQ	0	13:13:01.501	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 18, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
HP	0	13:13:04.376	Warrior_EA (SP500,H1)	LSTM: training in progress - era 16, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
PO	0	13:13:07.770	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 18, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
LI	0	13:13:09.089	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 64, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
IN	0	13:13:11.645	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 19, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
KO	0	13:13:15.007	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 15, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
RQ	0	13:13:16.918	Warrior_EA (SP500,H1)	LSTM: training in progress - era 17, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
RH	0	13:13:18.698	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 19, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
HM	0	13:13:21.705	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 20, OOS accuracy 3.3%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
KH	0	13:13:22.059	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 65, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
NQ	0	13:13:28.636	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 16, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
HS	0	13:13:29.052	Warrior_EA (SP500,H1)	LSTM: training in progress - era 18, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
EJ	0	13:13:29.342	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 20, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
FM	0	13:13:31.735	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 1.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
PI	0	13:13:31.775	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 21, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
PD	0	13:13:34.609	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 66, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
HQ	0	13:13:39.932	Warrior_EA (SP500,H1)	Convolutional: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 1.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
OI	0	13:13:39.950	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 21, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
IL	0	13:13:40.475	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 22, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
KL	0	13:13:40.930	Warrior_EA (SP500,H1)	LSTM: training in progress - era 19, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
GN	0	13:13:42.368	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 17, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
JP	0	13:13:47.091	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 67, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
DF	0	13:13:49.009	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 23, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
HJ	0	13:13:50.195	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 22, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
ON	0	13:13:53.109	Warrior_EA (SP500,H1)	LSTM: training in progress - era 20, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
IP	0	13:13:56.113	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 18, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
DE	0	13:13:57.891	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 24, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
FP	0	13:13:59.761	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 68, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
CD	0	13:14:00.533	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 23, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
RO	0	13:14:05.302	Warrior_EA (SP500,H1)	LSTM: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 1.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
LJ	0	13:14:05.323	Warrior_EA (SP500,H1)	LSTM: training in progress - era 21, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
JO	0	13:14:06.384	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 25, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
DL	0	13:14:09.664	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 19, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
PL	0	13:14:10.792	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 24, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
CK	0	13:14:12.413	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 1.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
IQ	0	13:14:12.455	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 69, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
JG	0	13:14:15.057	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 26, OOS accuracy 3.3%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
OE	0	13:14:16.060	Warrior_EA (SP500,H1)	LSTM: training in progress - era 22, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
FE	0	13:14:21.127	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 25, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
HR	0	13:14:23.241	Warrior_EA (SP500,H1)	Hybrid: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 1.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
NJ	0	13:14:23.274	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 20, OOS accuracy 93.5%, IS error 7.04 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
IO	0	13:14:23.762	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 27, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
ON	0	13:14:24.380	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 70, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
LR	0	13:14:26.784	Warrior_EA (SP500,H1)	LSTM: training in progress - era 23, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
GI	0	13:14:31.291	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 26, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
CL	0	13:14:32.256	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 28, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
JM	0	13:14:36.137	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 21, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
EL	0	13:14:36.278	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 71, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
RS	0	13:14:37.624	Warrior_EA (SP500,H1)	LSTM: training in progress - era 24, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
FI	0	13:14:40.712	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
ND	0	13:14:40.755	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 29, OOS accuracy 3.3%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
NH	0	13:14:41.667	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 27, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
CO	0	13:14:48.173	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 72, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
MP	0	13:14:48.387	Warrior_EA (SP500,H1)	LSTM: training in progress - era 25, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
FE	0	13:14:48.973	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 22, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
EF	0	13:14:49.452	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 30, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
QJ	0	13:14:51.879	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 28, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
LO	0	13:14:58.184	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 31, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
PM	0	13:14:59.127	Warrior_EA (SP500,H1)	LSTM: training in progress - era 26, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
MS	0	13:14:59.943	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 73, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
OE	0	13:15:02.055	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 23, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
PH	0	13:15:02.381	Warrior_EA (SP500,H1)	Convolutional: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
KJ	0	13:15:02.399	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 29, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
RL	0	13:15:06.934	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 32, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
ML	0	13:15:09.864	Warrior_EA (SP500,H1)	LSTM: training in progress - era 27, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
DS	0	13:15:11.803	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 74, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
RH	0	13:15:12.598	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 30, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
JM	0	13:15:15.022	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 24, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
RN	0	13:15:15.688	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 33, OOS accuracy 3.3%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
IN	0	13:15:20.523	Warrior_EA (SP500,H1)	LSTM: training in progress - era 28, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
HM	0	13:15:22.695	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 31, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
MJ	0	13:15:23.774	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 75, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
IL	0	13:15:24.406	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 34, OOS accuracy 3.3%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
GL	0	13:15:27.997	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 25, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
EM	0	13:15:31.165	Warrior_EA (SP500,H1)	LSTM: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
FO	0	13:15:31.196	Warrior_EA (SP500,H1)	LSTM: training in progress - era 29, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
IN	0	13:15:32.841	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 32, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
CK	0	13:15:32.857	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 35, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
KJ	0	13:15:35.615	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 76, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
HL	0	13:15:41.038	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 26, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
DP	0	13:15:41.391	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 36, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
KP	0	13:15:41.952	Warrior_EA (SP500,H1)	LSTM: training in progress - era 30, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
KO	0	13:15:42.955	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 33, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
DE	0	13:15:47.435	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
KJ	0	13:15:47.484	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 77, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
LN	0	13:15:50.014	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
KI	0	13:15:50.060	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 37, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
KG	0	13:15:52.755	Warrior_EA (SP500,H1)	LSTM: training in progress - era 31, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
QF	0	13:15:53.064	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 34, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
RS	0	13:15:53.913	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 27, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
ED	0	13:15:58.879	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 38, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
OG	0	13:15:59.428	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 78, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
DE	0	13:16:03.929	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 35, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15654) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
RP	0	13:16:04.272	Warrior_EA (SP500,H1)	LSTM: training in progress - era 32, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
PK	0	13:16:07.461	Warrior_EA (SP500,H1)	Hybrid: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
CR	0	13:16:07.483	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 28, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
CG	0	13:16:08.449	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 39, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
GF	0	13:16:12.063	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 79, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
QE	0	13:16:14.375	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 36, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
DQ	0	13:16:15.174	Warrior_EA (SP500,H1)	LSTM: training in progress - era 33, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
KE	0	13:16:17.138	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 40, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
DR	0	13:16:20.363	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 29, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
CE	0	13:16:23.942	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 80, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
KE	0	13:16:24.676	Warrior_EA (SP500,H1)	Convolutional: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
OI	0	13:16:24.695	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 37, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
QL	0	13:16:25.746	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 41, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
KL	0	13:16:25.748	Warrior_EA (SP500,H1)	LSTM: training in progress - era 34, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
JN	0	13:16:33.374	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 30, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
DS	0	13:16:34.424	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 42, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
DM	0	13:16:34.949	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 38, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
DJ	0	13:16:35.705	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 81, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
RM	0	13:16:36.652	Warrior_EA (SP500,H1)	LSTM: training in progress - era 35, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
MP	0	13:16:43.113	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 43, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
KL	0	13:16:45.013	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 39, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
OF	0	13:16:46.398	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 31, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
KJ	0	13:16:47.364	Warrior_EA (SP500,H1)	LSTM: training in progress - era 36, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
FM	0	13:16:47.617	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 82, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
CS	0	13:16:51.689	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 44, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
NM	0	13:16:55.088	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 40, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
JJ	0	13:16:58.116	Warrior_EA (SP500,H1)	LSTM: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
ND	0	13:16:58.139	Warrior_EA (SP500,H1)	LSTM: training in progress - era 37, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
ED	0	13:16:59.364	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 83, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
CM	0	13:16:59.586	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 32, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
LL	0	13:17:00.282	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
HH	0	13:17:00.324	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 45, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
ED	0	13:17:05.296	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 41, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
LP	0	13:17:08.950	Warrior_EA (SP500,H1)	LSTM: training in progress - era 38, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
FR	0	13:17:08.976	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 46, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
RQ	0	13:17:11.170	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 84, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
PF	0	13:17:12.801	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 33, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
HF	0	13:17:15.507	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 42, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
QS	0	13:17:17.552	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 47, OOS accuracy 3.3%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
CQ	0	13:17:19.671	Warrior_EA (SP500,H1)	LSTM: training in progress - era 39, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
ID	0	13:17:23.192	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
QM	0	13:17:23.241	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 85, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
FO	0	13:17:25.764	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 43, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
IK	0	13:17:25.847	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 34, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
MO	0	13:17:25.898	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 48, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
FM	0	13:17:30.336	Warrior_EA (SP500,H1)	LSTM: training in progress - era 40, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
GQ	0	13:17:34.535	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 49, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
LL	0	13:17:35.110	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 86, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
QH	0	13:17:35.913	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 44, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
KJ	0	13:17:38.783	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 35, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
CN	0	13:17:41.059	Warrior_EA (SP500,H1)	LSTM: training in progress - era 41, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
KS	0	13:17:43.047	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 50, OOS accuracy 3.3%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
LL	0	13:17:45.945	Warrior_EA (SP500,H1)	Convolutional: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
OG	0	13:17:45.960	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 45, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
MQ	0	13:17:47.041	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 87, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
HF	0	13:17:51.561	Warrior_EA (SP500,H1)	Hybrid: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
PS	0	13:17:51.582	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 36, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
JE	0	13:17:51.744	Warrior_EA (SP500,H1)	LSTM: training in progress - era 42, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
MI	0	13:17:51.756	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 51, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
MK	0	13:17:56.123	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 46, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
RL	0	13:17:58.889	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 88, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
NR	0	13:18:00.406	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 52, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
JR	0	13:18:02.742	Warrior_EA (SP500,H1)	LSTM: training in progress - era 43, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
KG	0	13:18:04.554	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 37, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
PE	0	13:18:06.373	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 47, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
PN	0	13:18:09.036	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
CN	0	13:18:09.078	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 53, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
QM	0	13:18:10.943	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 89, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
KR	0	13:18:13.469	Warrior_EA (SP500,H1)	LSTM: training in progress - era 44, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
CJ	0	13:18:16.620	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 48, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
KL	0	13:18:17.533	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 38, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
MQ	0	13:18:17.733	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 54, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
RS	0	13:18:22.808	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 90, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
ND	0	13:18:24.148	Warrior_EA (SP500,H1)	LSTM: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
HO	0	13:18:24.173	Warrior_EA (SP500,H1)	LSTM: training in progress - era 45, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
RS	0	13:18:26.473	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 55, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
GM	0	13:18:26.935	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 49, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
HH	0	13:18:30.282	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 39, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
FO	0	13:18:34.635	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 91, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
PQ	0	13:18:34.894	Warrior_EA (SP500,H1)	LSTM: training in progress - era 46, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
CE	0	13:18:35.105	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 56, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
EO	0	13:18:37.043	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 50, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
DJ	0	13:18:43.158	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 40, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
FO	0	13:18:43.731	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 57, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
JM	0	13:18:45.628	Warrior_EA (SP500,H1)	LSTM: training in progress - era 47, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
FS	0	13:18:46.475	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 92, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
OI	0	13:18:47.352	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 51, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
EM	0	13:18:52.452	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 58, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
CJ	0	13:18:56.136	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 41, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
NO	0	13:18:56.391	Warrior_EA (SP500,H1)	LSTM: training in progress - era 48, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
IN	0	13:18:57.596	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 52, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
LJ	0	13:18:58.156	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
CG	0	13:18:58.201	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 93, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
JI	0	13:19:00.987	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 59, OOS accuracy 3.3%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
CG	0	13:19:07.282	Warrior_EA (SP500,H1)	LSTM: training in progress - era 49, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
HK	0	13:19:07.795	Warrior_EA (SP500,H1)	Convolutional: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
HE	0	13:19:07.812	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 53, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
PQ	0	13:19:09.254	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 42, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
DR	0	13:19:09.745	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 60, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
HP	0	13:19:09.969	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 94, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
QK	0	13:19:18.103	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 54, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
IO	0	13:19:18.125	Warrior_EA (SP500,H1)	LSTM: training in progress - era 50, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
CR	0	13:19:18.219	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
HM	0	13:19:18.256	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 61, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
KH	0	13:19:21.943	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 95, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
RQ	0	13:19:22.210	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 43, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
PR	0	13:19:26.716	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 62, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
GN	0	13:19:28.392	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 55, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
NJ	0	13:19:28.791	Warrior_EA (SP500,H1)	LSTM: training in progress - era 51, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
EN	0	13:19:33.640	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 96, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
HP	0	13:19:35.189	Warrior_EA (SP500,H1)	Hybrid: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
EM	0	13:19:35.207	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 44, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
RN	0	13:19:35.235	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 63, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
DS	0	13:19:38.400	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 56, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
OF	0	13:19:39.544	Warrior_EA (SP500,H1)	LSTM: training in progress - era 52, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
HH	0	13:19:43.786	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 64, OOS accuracy 3.3%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
OJ	0	13:19:45.598	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 97, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
RL	0	13:19:48.016	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 45, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
OL	0	13:19:48.500	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 57, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
PE	0	13:19:50.202	Warrior_EA (SP500,H1)	LSTM: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
CG	0	13:19:50.225	Warrior_EA (SP500,H1)	LSTM: training in progress - era 53, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
CK	0	13:19:52.358	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 65, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
RJ	0	13:19:57.342	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 98, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
QR	0	13:19:58.599	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 58, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
DG	0	13:20:00.850	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 66, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
RD	0	13:20:00.889	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 46, OOS accuracy 93.5%, IS error 7.04 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
IH	0	13:20:00.968	Warrior_EA (SP500,H1)	LSTM: training in progress - era 54, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
HG	0	13:20:08.834	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 59, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
FP	0	13:20:09.115	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 99, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
EF	0	13:20:09.590	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 67, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
GF	0	13:20:11.639	Warrior_EA (SP500,H1)	LSTM: training in progress - era 55, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
DK	0	13:20:13.722	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 47, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
JL	0	13:20:18.187	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 68, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
GP	0	13:20:19.118	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 60, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
OS	0	13:20:20.837	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 100, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
DH	0	13:20:22.310	Warrior_EA (SP500,H1)	LSTM: training in progress - era 56, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
LJ	0	13:20:26.583	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 48, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
DM	0	13:20:26.927	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
EI	0	13:20:26.964	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 69, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
IF	0	13:20:29.557	Warrior_EA (SP500,H1)	Convolutional: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
QN	0	13:20:29.577	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 61, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
KG	0	13:20:32.577	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
OH	0	13:20:32.615	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 101, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
IL	0	13:20:32.876	Warrior_EA (SP500,H1)	LSTM: training in progress - era 57, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
RN	0	13:20:35.482	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 70, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
RO	0	13:20:39.753	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 49, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
CN	0	13:20:39.867	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 62, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
KI	0	13:20:43.480	Warrior_EA (SP500,H1)	LSTM: training in progress - era 58, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
HM	0	13:20:44.054	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 71, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
ML	0	13:20:44.400	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 102, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
QL	0	13:20:50.483	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 63, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
QI	0	13:20:53.129	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 50, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
DJ	0	13:20:53.186	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 72, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
MJ	0	13:20:54.557	Warrior_EA (SP500,H1)	LSTM: training in progress - era 59, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
PM	0	13:20:56.768	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 103, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
LM	0	13:21:01.131	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 64, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
GH	0	13:21:02.214	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 73, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
DH	0	13:21:05.692	Warrior_EA (SP500,H1)	LSTM: training in progress - era 60, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
DJ	0	13:21:06.496	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 51, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
PO	0	13:21:09.049	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 104, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
GR	0	13:21:11.158	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 74, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
JN	0	13:21:11.921	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 65, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
EI	0	13:21:16.458	Warrior_EA (SP500,H1)	LSTM: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
RE	0	13:21:16.482	Warrior_EA (SP500,H1)	LSTM: training in progress - era 61, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
JG	0	13:21:19.749	Warrior_EA (SP500,H1)	Hybrid: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
LF	0	13:21:19.769	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 52, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
DK	0	13:21:20.036	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 75, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
DI	0	13:21:21.152	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 105, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
CR	0	13:21:22.488	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 66, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
IE	0	13:21:27.248	Warrior_EA (SP500,H1)	LSTM: training in progress - era 62, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
LH	0	13:21:28.780	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 76, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
NI	0	13:21:32.594	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 53, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
RG	0	13:21:32.872	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 67, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
ER	0	13:21:33.135	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 106, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
EI	0	13:21:37.511	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
DD	0	13:21:37.554	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 77, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
DD	0	13:21:38.073	Warrior_EA (SP500,H1)	LSTM: training in progress - era 63, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
PD	0	13:21:43.330	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 68, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
HO	0	13:21:44.982	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 107, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
JE	0	13:21:45.773	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 54, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
GF	0	13:21:46.189	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 78, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
HF	0	13:21:48.976	Warrior_EA (SP500,H1)	LSTM: training in progress - era 64, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
FD	0	13:21:53.686	Warrior_EA (SP500,H1)	Convolutional: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
HO	0	13:21:53.705	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 69, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
NJ	0	13:21:54.795	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 79, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
OJ	0	13:21:56.952	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 108, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
HO	0	13:21:58.664	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 55, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
DQ	0	13:21:59.403	Warrior_EA (SP500,H1)	LSTM: training in progress - era 65, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
ID	0	13:22:03.451	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 80, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
FH	0	13:22:04.052	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 70, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
IK	0	13:22:08.719	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
RF	0	13:22:08.763	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 109, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
GJ	0	13:22:10.281	Warrior_EA (SP500,H1)	LSTM: training in progress - era 66, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
QL	0	13:22:11.567	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 56, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
NQ	0	13:22:12.054	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 81, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
PL	0	13:22:17.119	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 71, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
GG	0	13:22:23.653	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 110, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
NM	0	13:22:23.970	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 82, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
QK	0	13:22:24.159	Warrior_EA (SP500,H1)	LSTM: training in progress - era 67, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
HO	0	13:22:28.294	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 57, OOS accuracy 93.5%, IS error 7.04 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
RM	0	13:22:29.219	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 72, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15654) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
IH	0	13:22:34.498	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 83, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
PH	0	13:22:35.986	Warrior_EA (SP500,H1)	LSTM: training in progress - era 68, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
GK	0	13:22:36.546	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 111, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
LS	0	13:22:40.424	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 73, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
CF	0	13:22:41.894	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 58, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
DK	0	13:22:43.418	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 84, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
JI	0	13:22:47.108	Warrior_EA (SP500,H1)	LSTM: PLATEAU stage 2 - 16 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
CD	0	13:22:47.134	Warrior_EA (SP500,H1)	LSTM: training in progress - era 69, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
LH	0	13:22:48.585	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 112, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
HP	0	13:22:51.145	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 74, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
GD	0	13:22:52.349	Warrior_EA (SP500,H1)	Perceptron: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
MO	0	13:22:52.393	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 85, OOS accuracy 3.3%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
RL	0	13:22:54.942	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 59, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
HP	0	13:22:58.232	Warrior_EA (SP500,H1)	LSTM: training in progress - era 70, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
GS	0	13:23:00.412	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 113, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
CI	0	13:23:01.150	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 86, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15651) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
QK	0	13:23:01.842	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 75, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15653) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
HN	0	13:23:07.859	Warrior_EA (SP500,H1)	Hybrid: PLATEAU stage 1 - 8 eras with no new best balanced accuracy (best -1.0%). Warm restart: learning rate 0.000300->0.000300, focal gamma 0.00->0.00 (plain class-balanced weighting). Best checkpoint is safe - this only changes how the NEXT eras train.
NH	0	13:23:07.880	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 60, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
QM	0	13:23:09.204	Warrior_EA (SP500,H1)	LSTM: training in progress - era 71, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
KQ	0	13:23:10.068	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 87, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15652) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
PO	0	13:23:12.507	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 114, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
RO	0	13:23:12.621	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 76, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15652) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
EJ	0	13:23:20.804	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 88, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15654) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
IJ	0	13:23:21.179	Warrior_EA (SP500,H1)	LSTM: training in progress - era 72, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
NL	0	13:23:22.235	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 61, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
GP	0	13:23:24.914	Warrior_EA (SP500,H1)	Convolutional: PLATEAU stage 3 - 24 eras with no new best balanced accuracy (best -1.0%), but no checkpoint has ever cleared the per-class recall floor (need >=40% Buy/Sell/Neutral each), so there is nothing safe to deploy. Restarting the plateau ladder and continuing to train rather than deploying a one-class model; the 1000-era cap remains the backstop.
KS	0	13:23:24.936	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 77, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15654) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
MF	0	13:23:25.873	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 115, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
MJ	0	13:23:32.733	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 89, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15653) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
KJ	0	13:23:33.584	Warrior_EA (SP500,H1)	LSTM: training in progress - era 73, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732
DQ	0	13:23:37.583	Warrior_EA (SP500,H1)	Convolutional: training in progress - era 78, OOS accuracy 3.3%, IS error 1314980336.91 | OOS recall Buy:0% Sell:100% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:100% (win rate 3%) | live win rate Buy:n/a (0) Sell:3% (15654) | OOS raw out B:1280207488.000..1280207488.000 S:1332795136.000..1332795136.000 N:1331257216.000..1331257216.000 spread avg 52587648.0000
OD	0	13:23:37.668	Warrior_EA (SP500,H1)	Hybrid: training in progress - era 62, OOS accuracy 93.5%, IS error 7.05 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-6.214..-6.214 S:-6.065..-6.065 N:8.588..8.588 spread avg 14.8027
IH	0	13:23:39.170	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 116, OOS accuracy 93.5%, IS error 5587228243161206.00 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:5547071595610112.000..5547071595610112.000 S:5607087857991680.000..5607087857991680.000 N:5607309585678336.000..5607309585678336.000 spread avg 60237990068224.0000
NM	0	13:23:44.171	Warrior_EA (SP500,H1)	Perceptron: training in progress - era 90, OOS accuracy 3.2%, IS error 13.24 | OOS recall Buy:100% Sell:0% Neutral:0% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:100% (win rate 3%) Sell:0% (win rate n/a) | live win rate Buy:3% (15653) Sell:n/a (0) | OOS raw out B:-12.655..-12.655 S:-13.102..-13.102 N:-12.931..-12.931 spread avg 0.4461
QK	0	13:23:45.881	Warrior_EA (SP500,H1)	LSTM: training in progress - era 74, OOS accuracy 93.5%, IS error 1.25 | OOS recall Buy:0% Sell:0% Neutral:100% (need >=40% each) | OOS balanced acc 33% | OOS calls Buy:0% (win rate n/a) Sell:0% (win rate n/a) | live fires 0 this era | OOS raw out B:-0.857..-0.857 S:-1.029..-1.029 N:-0.656..-0.656 spread avg 0.3732