{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "4H", "arch": [49, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "macd_bullish_norm", "m3_momentum_norm", "m2_tiny_norm", "rsid_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "stoch_bot_norm", "m3_div_norm", "bearish_engulfing_score", "m2_nooff_norm", "m2_div_norm", "bullish_hammer_score", "bullish_engulfing_score", "shooting_star_score", "btc_spx_corr_30", "dxy_roc_norm", "vix_pctrank_inv", "btc_dom_roc_sign", "us10y_roc_inv_sign", "spy_above_200ema", "gold_roc_pctrank", "mvrv_zscore_value", "mvrv_zscore_cont", "nupl_norm", "fed_net_liq_sign", "gc_position", "us2y_roc_inv_sign", "yield_curve_sign", "qqq_spy_roc_sign", "rsid_reg_bull_norm", "rsid_reg_bear_norm", "rsid_hid_bull_norm", "rsid_hid_bear_norm", "rsid_rt_bull_norm", "rsid_rt_bear_norm", "rsid_slow_bull_norm", "rsid_slow_bear_norm", "rsid_delayed_peak_norm", "rsid_delayed_dip_norm", "oi_roc_norm", "usdt_d_norm", "basis_norm", "fear_greed_norm", "btc_gold_norm", "rsi_subtf_norm"], "layers": [{"W": [[-0.33132135662187173, -0.022442766345246758, 0.23823206501256797, 0.03962424055792019, -0.07410148197707199, -0.36629499301960533, 0.11000586808376815, -0.0009814097017459347, 0.19205796416352608, 0.19665632326832194, 0.12255237110322137, 0.2483284027017486, 0.16105005477924694, 0.30875303189877096, -0.18354670992377098, -0.17048923553128115, 0.02202818166252216, 0.16274872599004198, 0.03745014285676487, 0.05798646709109433, -0.06446732504918608, -0.10473581059808716, -0.06532729553490357, 0.006403786814466746, 0.14015767374380825, -0.33879054123064284, 0.0006494769376432013, -0.05372403647019885, 0.031606450171518224, -0.1900309472432517, 0.02164456481812259, 0.3422311856651834, -0.25791847776175236, 0.670567680373032, -0.17067641025902658, -0.04823383996111473, -0.17352775426863734, -0.12011705335842264, 0.04842535499347854, -0.06712238395304986, -0.15054297794801202, 0.4593285020417019, -0.01932240965414994, -0.2346982243154946, -0.14398528237324432, -0.2188432378554875, -0.0271663378407076, -0.27797908023625306, 0.12055886158218404], [-0.10143889155405611, 0.14745657824194994, -0.07073718596112176, -0.304579023746126, -0.1055229425416914, 0.0036578657089292484, 0.15173487274008346, -0.33607059100288195, -0.062114217699985916, -0.2019916960382843, 0.04981211876200511, 0.3406199656773453, -0.052882883584948324, -0.18580750690267, 0.1307059831757713, 0.035588916688089625, -0.1366636451836431, 0.17794344311143043, -0.34134679414468494, 0.08297183392205608, 0.08597920603342456, 0.07189299476681697, 0.10208829764373889, -0.0006948160075981868, -0.10569673893455205, 0.3298450812572268, 0.12056891072750743, -0.2108209087450811, 0.04321858711339566, 0.027753700911449977, 0.17885576519046714, 0.11642192382331736, -0.04602704953837662, 0.19268747448230245, -0.04264413836026099, 0.018482395585171646, -0.477635984662234, 0.05443043803834891, -0.10094506572135477, 0.134631347380926, -0.16511299387150266, 0.2328122256714104, 0.10726245510540408, -0.29603551108912124, -0.25726549776104, -0.13384609068108752, 0.10813316798532073, -0.135005584528081, -0.2378640484604551], [0.041679900155886115, -0.035775022241984485, -0.4464852304902423, -0.11791558816584981, 0.04924533636925088, -0.2642546569575228, -0.42338694630689766, -0.12672086382823036, -0.3650198168922742, 0.3273886099047367, -0.3482581207533104, -0.23602179303595888, 0.35767208330056616, -0.007166232750915182, -0.008600341588970703, 0.1559489252914948, -0.16165454250708494, -0.11146521049191221, 0.19932991232065297, -0.1969945343935395, 0.1451518654501334, 0.13393143326275941, -0.2698773862756012, 0.21641133837589352, 0.42354048836191577, -0.4698241404182819, 0.1761803680623752, 0.02652868924136894, -0.3569756936184695, -0.2801421935768344, 0.20075987630675646, 0.1395771196831772, -0.08419886382908195, 0.08736473804796185, -0.14582931397873547, 0.05379814912016475, -0.3703347328105117, 0.2546708567999931, -0.06359955643667357, 0.006635039327842193, 0.031114881059376535, -0.21560072514506237, 0.2465367525447733, -0.03015686651582171, 0.24330084030147794, -0.12513986103105892, 0.07175949416304438, 0.21362338772325964, -0.20147998808353343], [0.18758796305785563, -0.3572027350307466, 0.025551636000708887, -0.2657519171525346, -0.16432829946381577, 0.2552589472133586, -0.2116409429248469, 0.1689273615054259, 0.05382376080381748, -0.1068583182056441, -0.10724800843262884, -0.07946707883866702, 0.062108297396007484, -0.3569520919956611, -0.022793243549389035, -0.16116971646731496, 0.017338201844702035, -0.09307441846376671, -0.15755308277581692, 0.21622962495506448, -0.020523068858191468, -0.0750258825347763, 0.04930343602491991, 0.28136704202555857, 0.21799897825431946, 0.3913125011465101, 0.14163050219522005, -0.1479946110200712, -0.09668741808353086, -0.21355827484701984, 0.1853536773842694, -0.15687672271479092, -0.24485817697066484, 0.08341079946626785, 0.13628948068865238, -0.18512512376192364, -0.017016939609056175, 0.0898625323557266, -0.16415321630975352, 0.18424760044659652, 0.16686703816164888, -0.18324988870272876, -0.004559289801445227, -0.24431232169833259, -0.11463463888010919, -0.2867156318046399, -0.17944064721764194, -0.18140264371624532, -0.13790992031372498], [0.17231428317950553, 0.02273715193054734, 0.13802730213928968, -0.189462193380831, 0.4315742683651149, -0.3291763726401892, 0.1520357418240344, 0.4688787235700332, -0.20109226991339657, 0.33745099290173913, -0.18893471354548558, -0.09859919440648894, -0.011663587225884195, -0.15554827388752168, -0.09907775713656795, 0.05934289068324024, 0.2021758696815154, -0.14044128908314035, -0.07049641449318375, -0.316017665733177, 0.2830625620100501, 0.3529275619484987, 0.23318502168030547, -0.01270084444183589, -0.035035205153312175, -0.20458612218597877, -0.1001253454563808, -0.23921964073799035, 0.3114276408767201, -0.12526839840976045, 0.14423121800646727, 0.08533423299324033, -0.11405490594867423, -0.15262377731066162, 0.2689486685094902, 0.24402549710790117, -0.035629065794600394, -0.020948508661467923, 0.10688313756662515, 0.14066687251016496, 0.266054963352262, -0.16087222316647865, 0.1173510309372506, -0.2818115109043706, -0.12688490098357638, 0.06388251662041265, -0.14230880726444442, 0.19363824309869723, 0.12369539078759333], [-0.0016200277939681332, 0.057571735160479955, -0.037460067035176056, -0.003635620531170134, -0.17899394319087505, 0.009955510255631236, -0.022172000564140794, 0.11926318511059489, 0.3722471570936303, 0.5381802370677219, 0.2698681609932354, -0.13432702452302375, -0.0761870483259316, -0.03144762357927132, -0.013926478170315108, -0.037682322828744785, -0.17065817529152194, 0.19164347346331412, -0.24557285428655898, 0.43699553877882374, -0.07781481896076456, -0.30727359129509624, -0.04862969981516906, -0.30765976092593067, -0.04124644821849144, 0.6321222790337492, -0.03462462950228036, -0.16926013803385737, 0.07655467327426237, -0.09887610927349713, 0.1355910328471834, -0.11606010227611545, 0.04652621611114791, -0.21948228370053846, 0.16146732789789736, -0.056930651658985615, -0.27591958819226003, -0.16221618719185518, -0.11219502263663828, -0.03519868441582267, 0.0005785162994287572, -0.09761733493419503, 0.18188675632917292, 0.27351963553760483, -0.04916641207812787, -0.14820005466084601, 0.16496124593941938, -0.33115368539077217, -0.07550665708558194], [-0.4827357777472292, 0.2242158521783942, -0.20543249401933272, -0.15132557051879325, -0.21006031232392333, -0.0800549915333588, -0.12622738943322515, -0.13282545937143286, 0.31022965736434355, -0.29962390067647, -0.20198935935084894, 0.10069071763576316, -0.19545039388260438, -0.04028154322912926, 0.010738782401813286, 0.07093985417744623, 0.04492923716904199, -0.4288684512450452, 0.20922353243492817, 0.28284128713033213, 0.055600821094278496, 0.18694308356310638, -0.05574715479208686, -0.38113473196842734, 0.010929825973716042, 0.14944423168720958, 0.37817590857655015, 0.20011900236595315, 0.10836282914082833, 0.08398410718028393, 0.08166766900455022, 0.08533992474550081, -0.3062435891660441, 0.008826872205555055, -0.2694234542493069, -0.061400558039099766, -0.13916327023456315, -0.0786932839077589, -0.12356353528667634, -0.2940238735861543, -0.12113455912481769, -0.13342973673157685, 0.1708754086265304, 0.24598705105706728, 0.34234853880604155, -0.18781590405094628, -0.07661062651174376, -0.11645717775165877, -0.10196078080508346], [-0.1612935165033695, -0.23676523514762507, 0.09219757586592958, -0.1441767360139437, 0.27845770036411577, 0.14791381450678456, -0.4089547437051462, -0.09366806568514431, 0.06672214822074483, 0.17695679542012294, 0.026873568278553035, -0.2168952479663722, 0.09621329929952244, 0.37591401410182423, 0.23934147197257047, 0.042347053932397266, -0.07181023883388282, -0.003485872647894038, 0.101812056625006, 0.33423590576168233, -0.390603448486201, -0.2715594669646449, 0.33090508559128806, -0.1686543974380109, -0.11175640328161889, -0.19195872715420786, -0.1610586313520294, -0.19260154529952633, 0.15817966858242619, 0.2768771659040153, 0.04151234295782882, -0.06945069175174422, -0.16900850370215126, -0.21085834009020993, 0.08917506998918617, -0.15190099009584332, 0.017263732375788512, -0.2116252571048062, -0.07673351822141643, 0.11516867750460581, -0.3335186292728923, 0.19773669739627014, 0.0047197257386429785, -0.058705083911463424, -0.10835112843094687, -0.15054043821371477, 0.4126182885632595, -0.008927063143059737, -0.13484099758623574], [-0.3071231835915015, 0.24736265263119822, -0.1522018730006157, -0.27561014373105064, -0.15459382869835783, 0.09434461847220821, -0.18457648645247837, -0.14976264470141423, 0.4481298790054893, 0.03342636151649159, -0.09107307916421939, 0.12121042626446588, 0.1444061857483653, -0.3115005539385478, 0.07669405146462939, 0.21847129752816152, 0.1586358859874882, 0.1120068952172848, 0.0021526605209071983, -0.3155495402681758, 0.21287840852815262, -0.48362519833769935, -0.10208652601236183, 0.3536100383189115, 0.12186322934122856, -0.3805272597907992, -0.1976123331591642, 0.1759154038530542, 0.08835947806776426, 0.09802391803321542, -0.11187399562189451, -0.03924674158192088, -0.1599719190451727, -0.05756142935302995, -0.2051972397046624, 0.5263300959091939, 0.13458109020981068, 0.33666598926983454, 0.0776966159128519, 0.03246164605953596, -0.5066607787910982, 0.1407268645646253, -0.06801555686233844, -0.31928020435751564, -0.11467872657227615, -0.023215705069167286, -0.42466729232019496, -0.04267894592030598, -0.23984697749281414], [-0.5006295135462443, -0.19058971179428935, 0.09141404143706783, -0.3192188225734607, -0.10459056740893759, -0.15119229892274844, 0.24155914888657676, 0.2576000744525554, 0.1089238004686031, -0.09385508615169612, -0.16366503253242004, 0.2406422108179339, -0.024003369786212515, 0.08287280667422167, -0.3513168599006013, 0.08145837790741267, 0.13353698560010072, -0.4532077029520861, 0.18638341480573434, -0.1361119783679737, -0.31937606123545104, -0.025003472152742248, -0.09141612821894976, 0.06800361333967285, -0.09769934759641231, -0.023399909373622383, 0.4100480967654611, -0.3182502365459973, -0.1610328022682407, 0.2214134672672175, -0.05139954792205313, 0.273969456509249, -0.2783819248690072, 0.1834275499441048, 0.1743105792837909, 0.21435870102861457, 0.00917767864230646, -0.1819311057768713, 0.20127952829623585, -0.0037243977697947947, -0.4102400660165763, -0.19932592976430843, 0.19305431745831111, 0.21342521488294905, 0.2303632823263402, -0.16519252101667004, 0.29872707517503694, -0.0024675126036786156, -0.17086562988123669], [-0.3440964195121162, 0.11770076097987207, 0.04419267955170984, -0.12748977678414028, 0.22235319346959295, -0.18499342719317863, 0.10279389436174283, 0.10304139339648746, -0.4645024933540475, -0.20860871460127925, 0.028615485691351417, 0.19006951620117502, -0.016983083058527224, 0.24268169459847064, -0.01523209777400332, 0.16759466576573062, 0.07369087796619357, 0.029461014043474197, 0.23227578243888328, -0.00758992321796044, 0.3246155163841723, -0.13271307633950388, 0.11907219015973854, -0.05988788458363717, 0.2807632888998458, 0.28632544071759924, -0.2775496229100931, -0.16010785129586488, 0.01705530759823514, -0.4110861212179281, 0.293231522256113, 0.1863925594404687, -0.09441223116735073, 0.2667165626606734, 0.2652068280018383, -0.03607217108382921, 0.06392888600939486, 0.060775763768110676, -0.32528507266878937, 0.1072210265823295, -0.05718262646307639, -0.07047590406570638, -0.10435491474251794, 0.05932853704676651, -0.0752030152340159, 0.30188254429045247, 0.5324494619821818, -0.28650143315371734, 0.08244726073821679], [-0.17906897164745644, -0.0015560736436503741, -0.33277381011859447, -0.3105715837465344, -0.05894711509478227, -0.018537136351089892, 0.0800147696484432, -0.3072892280413845, 0.10043346997361695, 0.18233772587037458, -0.16251770604030996, 0.07942916859252144, -0.07748068501889953, 0.22230308908722946, 0.20194919442073672, -0.14031883948262672, 0.29524411754753316, -0.40801379549143646, 0.02876820100406248, -0.012204804806675965, -0.05630337503199011, 0.18790922578489883, -0.4095441833403821, -0.08923825757612272, -0.49968928287300357, -0.06641244469082579, -0.12083280634744903, 0.17639492424480052, 0.06986348475712607, 0.14864484023229876, 0.16101854868882357, -0.36005190754739747, 0.09770752024173064, -0.26367179984717276, 0.015318921591680204, -0.0676629091618179, 0.13494230737057172, 0.13907495223855276, 0.4266954713385082, -0.04485148432583022, 0.055152781393807554, -0.3615333802659463, 0.23128997627746925, 0.2959399108479346, 0.0770323638106781, -0.12432865781296379, 0.1461000040080294, 0.05126319121277118, -0.21421995505638775], [-0.15022756179730376, -0.19437699152663723, -0.08326787124977586, -0.14922900631634348, -0.14862698852226958, 0.05960465772602316, 0.21872779103950196, 0.016999138719993517, 0.09322496845487081, 0.17216901072718535, -0.06274410524614349, 0.07547030499919165, -0.019971947422190207, -0.19706133594918773, 0.28357414162472705, 0.0886641396734226, 0.030756880437918858, 0.0490036076614033, -0.31882243911355795, -0.09335476823796279, 0.152420645717447, -0.06491740629925016, -0.2302506542293653, 0.1648833334583095, -0.1309945733175486, 0.127605234133969, -0.42328282522921284, -0.0736044088303289, 0.05680059105426303, -0.12613839930013654, -0.049459508077635876, -0.11939239664949974, 0.03252609880219941, -0.29243138859764445, 0.21590452499997165, 0.47494838656024274, 0.0385642619107745, -0.30535282742672537, 0.059038472280056736, 0.09998265828312358, -0.055223823032073245, 0.1750060530430566, 0.054918546405077866, 0.2216896944942701, 0.12342334510844305, -0.045726581732327465, 0.07840994122813925, -0.22068832706586405, 0.02728552060901632], [0.0768137722114931, -0.03492834856450457, 0.14957263706899185, 0.1300070396883771, -0.018783074125578707, -0.27676113273629566, -0.24096211627589448, 0.11765544178052799, -0.48718365134912367, -0.0920434103136486, -0.12091521043091787, 0.09218600505301841, 0.2581815803988653, -0.0334195286332068, 0.05872686068679618, -0.07803346978606843, 0.07634590881684052, -0.26488059007081843, -0.13653143511138904, -0.2502122775461105, 0.2683575798442681, 0.01624201706990697, -0.07519281396822712, -0.03408217437460797, 0.1458986569365186, -0.24018289440779708, -0.3232610497838293, -0.4026090994045987, -0.2538606820971411, 0.0730234944897571, 0.2534235627906527, -0.07840852432210417, 0.025217199354427042, -0.07126572401978429, -0.12827003218740152, -0.5209360932781936, 0.1372316275851119, -0.054754121775913885, 0.1292574498988901, -0.18894713092668436, -0.010943168071533971, 0.28171936307907036, 0.1963261322265173, 0.18740925296134556, -0.0651847966986368, -0.1816822340340764, -0.03193588662260372, -0.34058822700221564, 0.01946669543463623], [-0.36325980893427723, -0.08266563248682313, -0.02754632019869656, 0.06594931958721305, -0.43949571674262344, 0.011498038785526426, 0.0017517062786089593, 0.006544305717515922, 0.14124754700654507, -0.1270254542522478, -0.2778460612794908, 0.08846561721311344, -0.00036558587903574163, 0.03852900101586733, 0.04729117716933505, -0.4504467040699697, -0.14283033431663233, 0.13547875830486922, -0.08278254653905716, 0.328064968599693, 0.13944728148587437, -0.029346549392208113, -0.3669501126174024, 0.21621809253061738, -0.2225197771071222, 0.0652908210940712, 0.08003749103256665, -0.09995174053852242, 0.1589705120430606, -0.26715649810181236, -0.29635524975937594, 0.4628613381038407, 0.16093887323297204, 0.1149403828076106, 0.1849297477949579, -0.21307929914978707, 0.16042774313817684, 0.5490123386962659, 0.15945327429813358, 0.12234548811349599, -0.05174627641998136, -0.3457803581618996, -0.0034964173032951025, -0.272129133820244, 0.028470334016289407, -0.04631082275293768, 0.03978855961932763, -0.020520518787117494, -0.40319481461933737], [0.01942944233594132, 0.1286893090823934, 0.20217651435537243, 0.043310943085382594, -0.15891567840018492, -0.3717682081070598, 0.21380170366859766, -0.04641297725454902, 0.06343573493458042, -0.32215555192652523, -0.30765696676640647, 0.1396498266675706, -0.046098433163996484, -0.040634296984697185, 0.030847336190931253, 0.0611778838989929, 0.3908306631201161, 0.01745654145560059, -0.098043549904933, 0.14308901825765888, -0.16413330371054602, 0.3024677532132952, 0.2236568983387238, 0.5256166364284066, 0.18297206163352558, 0.013980812269189681, -0.0707371286183551, -0.44483794654072817, 0.009748705918599266, 0.11837607097773524, -0.3656711707907104, -0.1462269408680036, -0.09322413681741006, -0.24197996555272128, 0.4129979450972757, 0.017638468121963586, 0.21884218740689643, 0.02626731403528074, 0.30886863440049134, 0.06354102149721255, 0.05250730354551886, 0.11018804824908547, -0.03653897014227751, -0.12717019114771894, 0.2814358188942411, 0.2530342944963601, 0.3555358209782713, 0.3151320065716933, -0.08431165029276702]], "b": [-0.38349445830556383, -0.3324024757589365, -0.14764919495469067, -0.09952369051452996, 0.23969180971200765, 0.18113209338693254, -0.41092422991943994, -0.21358097210694585, -0.24199723068214826, -0.08312939116948276, 0.26938959159982523, -0.16301208521848895, -0.13934761585949154, -0.07668527902986612, -0.11389247466295714, -0.11669051323669474]}, {"W": [[0.044910859197341474, 0.003618086300807292, -0.03608593501433512, 0.274236202491398, -0.03352284419558515, 0.13014365449952708, -0.04895234443430703, -0.15627284544171754, -0.00815952019554516, -0.1585156179421683, -0.06657457413392812, 0.28827286418292786, -0.1729448469666297, -0.032386971062492435, 0.026228873876497985, -0.07183945794247054], [-0.058046415373784535, -0.518055305076108, 0.034031740947840575, -0.12186088474487101, -0.054100594358904505, 0.01892146436614915, -0.23096168445705872, -0.07696544661186838, 0.0029916142203159587, -0.031377940558527675, 0.4867286081955811, 0.01609900458803381, -0.08388259066907973, 0.23965141376436752, -0.37013331098015556, 0.005308742713412931], [-0.22430090671183603, 0.18504681264023543, 0.11745213235772475, 0.02129964090061546, -0.12584812055464303, -0.367062201473787, -0.14080736973439154, -0.2754410461019858, 0.1270664950326013, 0.12583647791852787, 0.4671358634389155, 0.13911528671410847, 0.15749371005045165, 0.048413346478547135, -0.21694365977310223, -0.3072102681692296], [0.04887829524763964, -0.29937018314987834, 0.27777705048950424, -0.3595085059388367, 0.03777761437947909, -0.23423379302075475, -0.002753537221554702, 0.36347689146666223, -0.1929372989734903, -0.07555877978917958, 0.13903620056984453, -0.0838533304022735, 0.06362194110237683, 0.1332745835417003, -0.4780979303975322, -0.16251849284680722], [0.05880137230272361, -0.21822985111808427, 0.17864601668353355, -0.0009456148246775094, -0.2406490966718683, 0.05228376609811118, -0.3056341679080373, -0.07686777269992802, 0.09042982211290873, 0.003687972006652737, 0.8019525097219183, 0.12952983848198985, 0.2802906606272894, -0.13781336688716223, -0.3372513536601401, -0.2136964622320971], [-0.09469337276014866, -0.05224861269381988, 0.4985099015179181, 0.06375332826450635, -0.023622965494398143, -0.12139577454176853, -0.3190264940338865, -0.16461194259842968, 0.2564596739991196, -0.026495153863001872, 0.13474075117265558, -0.2192538138477433, -0.18561018647877808, -0.09380110251784612, 0.23923353361795663, 0.3005506038510118], [-0.6345664022029134, -0.036843915634791446, -0.061084522058930724, 0.1410108763221282, 0.060732771683606655, 0.0682058835984059, 0.07833601699982778, 0.42731807964039026, 0.21158477644098214, 0.12233171426700662, -0.06370622758106201, -0.15861945975232594, 0.10568640976738645, 0.06571379726526655, -0.022056219065502668, 0.14277782501003075], [0.3944368648601408, 0.23702006131500367, -0.23717193157559568, 0.2623328186854843, 0.31587011034066986, 0.02613789802412763, 0.17511460362790307, 0.12996899603751175, -0.03956693247535748, 0.19017919954680437, 0.16480447484710567, 0.02899550891323367, -0.19713237825371488, 0.3782514635902903, -0.04931857912557895, 0.13077403141461852]], "b": [-0.09745365238804912, -0.171794420494406, -0.2922987269696, -0.026841276640012766, -0.05003828502674653, 0.24253053412660602, -0.14835315911575978, -0.24633135881564314]}, {"W": [[0.23293776014587614, -0.1708097926982671, -0.3024077431691514, -0.1616706247580554, -0.35146838639252426, -0.4007314148832116, 0.21536212777432812, -0.30753239894194423]], "b": [-0.6498199854262348]}], "training": {"phase1": {"device": "mps", "arch": [49, 16, 8, 1], "epochs_run": 21, "best_val_mse": 0.2404908984899521, "train_bars": 17163, "val_bars": 890, "target_k": 10, "vol_window": 60, "target_scale": 2.0, "val_span": ["2025-10-01 00:00:00", "2026-02-28 00:00:00"]}, "data_file": "data/COINBASE_BTCUSD-4H.csv", "data_sha256": "59de4ddbce4ac0b4afd6b249c418b51485426670bfc912548f2daf50e2bf52cb", "train_window": ["2017-01-01", "2026-02-28"], "seed": 404, "created": "2026-06-18T18:21:40+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 8, "fold_objective": "robust", "best_fitness": 0.00460545494358845, "fold_calmars": [0.15376776787033422, 0.21986652759093578, 1.1713858389189213, 0.2709005210698762, 0.2579314555649519, 0.0], "fold_mean_calmar": 0.3456420185025033, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.15555555555555556, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.024, "fragile_0_05": 0, "fragile_1_0": 12, "trade_target": 15, "base_fold_score": 0.2419494129517523}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -44.623652968609186, "i_long_exit_activation_threshold": 24.917727151055505, "i_long_exit_activation_confirmation_threshold": -97.6712762717927, "i_trailing_stop_threshold": 13.222520080515093, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}