{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "12H", "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": [[0.10570380562784537, -0.03784389108940078, 0.030297647276667825, -0.29161928478342375, 0.14804247635785692, -0.19730866456315962, 0.11010093102877444, -0.1828625706829728, 0.1056004409032994, -0.47068076371175666, 0.2559230573885783, 0.017709407991704056, -0.29484162342176534, 0.11144402999971717, -0.04071449823291589, 0.052225399069516044, 0.005883937157740684, 0.010983056970748944, -0.4613662502248711, -0.20247749533483667, 0.23339225563864544, 0.0877879705631088, -0.22710725187026617, -0.19621156528425743, 0.18588868973222727, 0.23729702266359962, -0.3194294445594641, 0.316531995071945, 0.17202127452220028, -0.10905735375025533, -0.07935049685110049, 0.1407020407832136, -0.1645160832824603, 0.16974338425862465, 0.171372336360266, -0.21467513333943794, -0.013531530936786423, 0.4292269248333284, -0.0005590689076573905, 0.13986674636445628, 0.019397765200321326, 0.20324784805023546, -0.14636630530266043, -0.17754935726118623, 0.011205232380246483, -0.009110138604100483, 0.13256526750755165, -0.2598419484251314, 0.0333636963096306], [-0.02091020580036126, 0.05152749677124552, -0.04462608853021432, -0.12650767142558222, -0.30424070217096305, 0.3606520042361698, 0.043300723421150406, -0.05048095427037211, 0.13874561431102037, 0.15387319693221874, -0.2430822956395081, -0.20317721375725156, -0.35937093076301624, -0.1215333743811222, 0.16000522903937792, 0.20238635528760468, -0.20657527249089014, 0.3507104992800963, 0.11397039210730647, -0.18443534046314572, 0.23314082457022617, 0.1621340134355961, -0.1868118396589182, -0.36721132852222077, 0.004700756714449963, -0.020848118751757523, -0.1390607873499431, -0.21254845901574965, -0.2582980272183734, -0.48241802920703525, -0.3430904744465233, -0.01493404119722036, -0.1274400132445454, -0.20348460261877338, -0.17351762570509258, 0.37141191308821675, 0.2003141986640747, -0.06719136001793982, -0.006525851067085628, -0.4182311743736517, 0.04076797724176618, 0.2337035599178833, 0.1507958185258617, -0.05661583966726393, 0.04117744915541281, 0.03270825864454135, -0.09433313200810034, 0.00794110777730477, -0.4755237929038617], [0.005875609872048694, -0.13433199779913144, 0.019021686243437648, -0.08979521412625081, 0.24047503633422196, -0.11944526357687502, -0.3106380238949686, 0.11052801111038801, 0.03825541486158302, 0.3022505864949766, -0.3052555609962384, 0.1606961449012248, -0.013068435066321773, 0.19917704576937575, -0.09771190858304354, 0.047557163278574864, 0.030890446276035304, 0.37146844415076824, -0.1167553673684511, -0.1687245816533213, 0.24324382902668631, 0.054970000689828435, -0.02697650029320179, 0.32525812208523985, -0.2983885077906424, -0.17218696042564532, -0.22980480790422697, -0.25019622201915676, -0.2537444125711423, 0.053965186180018596, -0.2230144048281566, 0.11449814736660935, 0.316246951382204, 0.039954483245990303, 0.07500984468630613, 0.4215690323858167, -0.34206684519053787, 0.4019358268847556, -0.1666526623792642, -0.19269420107629506, 0.3698245900431785, 0.002736376027806138, 0.037934662507729644, -0.042892885952380735, -0.3867316474760508, 0.03173947055917782, -0.17231340848590557, 0.16368638294918855, -0.2884160745752596], [0.21794608757484235, 0.15309304712524446, 0.17532322475168727, -0.011546065747928897, 0.4291708854693457, -0.22808135559107884, 0.011135697863243916, 0.5036237178993732, -0.06170197649219876, 0.19904345107887558, 0.26352655149922427, -0.2552536367856221, 0.2811056571742073, 0.0944877360962669, -0.16497325705639077, -0.12954985766237445, 0.3906331857833958, -0.22628409967524754, 0.10706571599589844, 0.0340476426207266, 0.07719287438652685, -0.2712282210823614, -0.15163539907344314, 0.17689742662989452, 0.2483038059852294, 0.037473033452061946, 0.01301849703477296, -0.26369923675156387, 0.25010692770449716, 0.3122105335463031, -0.16157662626738178, 0.15487754103390936, -0.3347909861476952, 0.22256633518342983, 0.2483277232114788, -0.2345984342279203, 0.1250605717214021, -0.21621366904155515, 0.0296288031825312, -0.1974179841028487, 0.11845251963781381, 0.021239024693505342, 0.1740965853312944, 0.05787173462107914, -0.0681615829050122, 0.23890263607416665, 0.2052707383677703, -0.07657011749044862, 0.017417782504794418], [-0.19914081419138666, 0.16495174388084405, 0.3690933103473156, -0.05437224666243207, 0.24213430320845214, -0.20705582489446145, -0.01125423010375217, -0.16746771587125006, 0.3892858444342423, 0.1018137476290555, -0.3485129419835468, 0.06474843852040633, 0.16662168510700937, 0.06897128009582182, 0.04334405236468564, 0.39916413022652536, 0.12001314617486812, -0.0777574736828092, -0.03918414776471292, 0.005477133488916701, 0.303037858155544, 0.00850739499991008, 0.28696213323304615, -0.17698986024210936, -0.3602817582905148, 0.4011395048260552, 0.2412765422490207, -0.12879230201720754, 0.029142416331460263, -0.12955061505956783, -0.23095495978458933, -0.11550680882037635, 0.043084625853604036, 0.4594832970810367, -0.09085805691120824, -0.14881664169363484, 0.09702598516788782, -0.17477907649074653, 0.25834794159182184, -0.07814043918088162, -0.019783281258202903, 0.05593178652360836, -0.2339741919419828, 0.1437057779329784, 0.10908776844597416, 0.03152077963160325, -0.29654616591442146, -0.06541500247507433, -0.04177352719359858], [-0.15602788775749868, -0.04893024697981155, 0.09637499318204251, 0.27024065215205473, -0.03719287144580387, 0.3378824266554898, 0.04198377463826755, -0.1496471158380641, 0.6508862637096466, 0.10624540224153592, 0.03398657732690776, 0.15957461444871238, -0.11054836561583826, -0.28358324091198095, -0.22171081347315091, -0.052296570362628615, -0.42107303711012356, -0.22024769888544254, -0.018779824335231402, 0.1853265061452659, 0.2946629476754758, 0.06607080771507626, -0.41651381794359155, -0.36335910510133446, -0.3068963031730199, 0.061221223688569915, -0.44088673691572705, -0.04163957854505328, 0.409995912261084, -0.04422839728931205, -0.17159329111505317, 0.1195063968422059, 0.3795187968796871, 0.14885643924722683, 0.07375942523558277, 0.048016762878717374, -0.11639438153244062, 0.2309153153536459, -0.46369617241830463, 0.17004547021024802, -0.18871447439500513, -0.2582571643788051, -0.083473332112413, 0.23973247312262871, -0.35083446220910325, -0.2435742330126771, -0.08830273921019836, 0.2932479611733146, -0.14627712149640637], [0.03656416847055912, 0.09507775687975269, 0.03459541667998754, 0.18027202541095402, 0.07384847440687677, 0.2623347442782051, 0.472722803366867, -0.1310659561781345, 0.03838223016763409, 0.2954197122745339, 0.07229268769120137, -0.05921525280095046, -0.04222472338066158, -0.07444431194743727, -0.057647853253350305, -0.031654757063736834, 0.05525221610886327, -0.11819249522471718, 0.21629475350405789, 0.0685625933707865, -0.041741395149070326, -0.11619134039236986, 0.2829798803437241, 0.1215039791478186, 0.16718168416057066, -0.013495636978472718, 0.11394806885456998, 0.3067598931200036, -0.18723914773042, 0.2929180642393122, 0.1883621545768097, -0.11468076303194882, 0.37977333538777475, -0.1348805735191197, 0.1429276521797988, -0.19233662847815308, 0.09699958924185575, -0.12066506002770896, -0.13592505495357515, -0.31765658209807457, 0.5319490556574917, 0.4731031394186383, -0.0206687786164068, 0.2943441002591595, 0.4227754024497042, 0.044382867394501174, 0.08143575528056758, -0.05062503627783429, -0.0958089006298024], [-0.5836727587091938, 0.02789605392004034, 0.2780364353019968, 0.15090232219766864, -0.22616223852585096, -0.19812969604324182, 0.18334653829360031, -0.07958851688369699, -0.18392092992385806, 0.123272586696789, 0.049530189884795246, 0.08385514995597239, -0.030706696611549823, -0.06666446742155664, 0.24587790998747744, 0.16460476016855202, 0.1390563084631074, 0.4893509739136137, -0.17339749922448985, 0.19712479951453699, 0.18576107384498539, -0.13427529685323472, 0.32423540047074184, -0.03404105579420146, -0.4279541588377966, 0.3053283518131006, -0.13280860304878295, 0.2786360925023219, -0.04053341406115332, -0.07325075657620247, 0.1669561351917401, 0.014935600849789035, 0.03258298339062726, 0.24074872835012456, 0.24978609865010634, -0.23314792106275795, -0.18380777926125635, -0.1763329172138614, 0.06011664523334834, -0.3191176152552858, -0.05294691393690265, 0.0978574433140349, -0.1370519939697329, 0.11244495408876216, 0.08215807825774007, 0.01828542838962518, 0.04352577676882438, -0.08634493110821574, 0.1654047837225099], [-0.3213253727820322, 0.005440143310853071, 0.07706698666810542, -0.007892187702982499, -0.11217923289138787, 0.28504189851627965, -0.4302786018944984, 0.1295842816850964, -0.1799314593283237, 0.156806961018024, -0.10428372034990654, -0.3113031263832978, 0.23060135878389357, 0.4005901541477147, 0.30032457152035136, -0.16314181537085637, -0.0026583580491637664, -0.006286280205580499, -0.0648023653695078, -0.3798979493623421, 0.1586568566617452, -0.166672740740499, -0.04314753239926657, 0.17839000396773919, -0.08738942620196152, 0.28998910155360746, 0.15090349025695088, -0.29024647070376397, 0.5331121424626296, 0.02459942954266339, 0.07244692923540261, 0.25194755023567567, -0.170958461335796, -0.2959406529430278, -0.15347502162257218, 0.06969722514556989, 0.1409589045909982, 0.03267677119799801, 0.11746852271471016, 0.43402067324721166, -0.007122007400609878, 0.3631774393946284, -0.21596044430137157, 0.04652190756025215, -0.4418660674386501, 0.38487156868475914, -0.09727063037899986, -0.24822623640263633, 0.11765553240438609], [-0.04342208148159628, 0.32168353283274687, -0.3687524864535646, -0.03201640767235075, -0.11993950158311445, -0.33264404379430484, -0.004537312777326205, -0.02367363223511808, 0.10298989650729014, -0.271808866193307, 0.22253025949404068, 0.012552240076699743, 0.21100386618116893, 0.3061313365605979, -0.06851650218622968, 0.024338160853638297, 0.03677330691879288, -0.3113794321898803, -0.08788071113388153, -0.10045794213668922, 0.21993350714897764, 0.0930054577655447, -0.06574384009261533, -0.09947580746291293, -0.13526399578970302, 0.12290116203171796, -0.08821576110592612, 0.08559579045176967, -0.3401302770787236, 0.12233381393472337, 0.22110642864844737, -0.013097692503888729, -0.14137394251853574, -0.45969913244468597, 0.22686581531091088, -0.1588907430037701, -0.19729921144598186, 0.200179003022016, 0.20815632206611598, -0.09573675795869747, -0.3075648287710655, 0.13916608057935806, -0.06990673479460119, -0.11004459617187884, -0.02001483956318196, 0.40415961228715375, 0.3962537916997344, 0.1071836151352406, 0.37186266685741715], [-0.34288784439079956, -0.18497806079822846, 0.26326015328300667, -0.19932023697126522, -0.123384661495379, 0.010350468055317742, -0.6760595507515608, 0.2742167733842112, 0.1412597694725144, 0.02277183738129761, -0.20706326278657558, -0.36896318224346575, 0.010169725421675416, 0.04484135280769061, 0.3806977084243699, 0.1913109374611491, -0.17722757106059228, 0.04521071017543443, -0.007668222055193859, 0.08699892716535143, 0.34300340151420566, 0.11021683295905771, 0.3927483776565268, -0.0833028006582589, 0.12203179516596523, -0.04357822443692548, -0.24147944760842627, -0.09920250262836716, -0.08947758153509563, -0.048817454834977125, -0.010890521794716543, -0.1596210134834607, -0.05199345529344988, -0.17394082062610508, 0.16879291518958356, 0.19168070389563405, 0.09158452085448371, -0.09545617287111281, 0.3237736978635468, 0.02759150104382438, -0.1661345670659306, -0.14984781832821423, 0.2837603256313005, 0.31905709369063306, -0.17240885874893544, 0.2150559737193425, -0.37624405317285925, -0.1265255152558465, -0.026090571507307682], [-0.175842170671637, -0.5493256746457383, 0.11948835592836055, -0.20957322371477785, -0.4408407381201931, 0.09159256368619643, 0.5228925930639138, -0.1555220595712183, 0.04447175662870476, 0.2709369166294708, 0.035919166751858175, 0.0343592638876599, 0.2366147442121213, -0.5901294632809028, 0.04120611229404292, 0.12646746435827214, 0.07895831223525512, 0.4630769748687055, 0.14195877544950222, -0.13994967771572767, 0.010079973428463932, -0.28127918673685204, -0.4837547279073564, 0.24949875621211057, 0.20847875993857992, -0.022207592642062086, -0.04824245238586401, 0.1999308713037773, 0.05217842712660856, 0.09592326929683004, 0.3781905647123711, 0.29489443434103974, -0.2675855797484144, 0.0695815463389203, 0.03913516579278696, -0.04651177019157934, -0.2452546971937417, 0.08912627646588811, -0.20933542734632934, 0.172059611439838, 0.1802091254528644, 0.16429269671747274, -0.20291985228487827, -0.047975299196768476, 0.14186479961268855, 0.27510012203211454, -0.10540980190371192, 0.10692182283849676, 0.09500616659332965], [0.14942469231411817, -0.11122474706777956, 0.08561138612523847, -0.20547603175556156, -0.1598521061974013, -0.15167211132951544, -0.6746830843831102, 0.09469840330950172, -0.2687454087081701, 0.07554145603375058, 0.4998593342188794, -0.2866316823308313, -0.012951848206690205, 0.10010847033993962, -0.03269194106646729, -0.0033526642815277577, -0.14905989445759232, -0.14389673023539373, 0.0004634507343747249, -0.14989692132733676, -0.06305769751367803, -0.07195142924909395, 0.2854845974317787, 0.05845874512502624, 0.23277610534575868, 0.08318138146837831, 0.02532450508037229, -0.0014185252905392423, 0.03745015394245818, -0.08118633976664971, -0.07702432148870157, -0.23363048337892817, -0.004546440015529887, 0.003024389250251131, 0.08789021810527783, -0.019551064476614664, 0.1612330640555013, -0.2295953272492543, 0.1369784569984619, -0.14827417050006406, 0.038907898153823194, 0.00830162800565909, -0.5707284209713239, -0.45345052991768475, -0.3502781523028015, -0.05842021320827137, -0.11654140012376915, -0.00895792986152621, -0.13466610513107014], [0.08505517545024023, 0.08026598235439042, -0.22411459819054338, 0.1826494332333913, 0.2419792713711979, 0.38417328343577034, -0.10776383136988897, -0.31385705064726516, 0.12405828806442773, 0.06455452241473103, 0.00016840658487758849, 0.16333007294096447, 0.09966761801287777, 0.13000261787629158, 0.2721011608701466, -0.32880178493661966, 0.4218883030996121, -0.042671914945913186, 0.04537872711478348, 0.18768387817365925, 0.38370866926349606, -0.11890490843686345, 0.32303892929514216, 0.062000002582704244, 0.07611462247725762, 0.12909137569211418, 0.366073495497571, 0.09484492196894198, -0.2421887307883193, -0.2329478648534757, -0.505758961115589, -0.15174147393977516, -0.42757805516875574, -0.07225303970906584, -0.2735827389736205, 0.010965352100477499, -0.11023944408905331, -0.5106983950205015, 0.07558490786013002, 0.1318810318418025, 0.11766460152519634, -0.13507509841017873, -0.03286242121918337, 0.06829715755799151, 0.1809817399851621, 0.14039604165674846, 0.06137766161952668, 0.07178348650379104, -0.08119779039970147], [-0.0336435795567576, 0.046896493330006055, 0.20634589991799435, -0.21016182464888522, 0.040892479289776004, -0.1405437091649423, -0.08605725380499996, 0.24015507074364656, -0.033289628935978165, 0.001830943987675089, 0.12648856063826439, -0.14542566981777216, 0.37034725786495304, 0.07866158727086195, 0.2957303141623395, -0.06865686299392547, -0.1437483904707398, 0.02119541820209515, 0.3142087186444829, -0.08694173811724551, -0.06216529342267803, 0.024293374187192338, 0.14964092287709932, 0.3350896457951084, -0.0024872043470444416, 0.19076596181530425, 0.08586682331639654, 0.2502920038957695, -0.01491223469999248, -0.140409080770742, -0.07053265719117746, -0.1226381620668856, 0.040294648136239314, 0.24485009509086952, -0.167361361426174, 0.2155141284060868, -0.19444657291871287, 0.4161266980400681, -0.029836728569427116, 0.16748747071472808, -0.2214295798588548, -0.2703932950547167, 0.2588179681365839, -0.15182316168520082, -0.1386495849377944, -0.05438321061381334, -0.24725381310614208, -0.5294046590083296, 0.46570837914680735], [-0.08836319302789299, -0.33711429371218626, 0.04252552603634316, -0.16843843589531313, 0.348945707544952, -0.1911557560483354, -0.024085361904725447, 0.015841097167648328, 0.1966465062059739, -0.31187078865953255, -0.11148015807512307, -0.08509004743434764, -0.545904935178278, -0.1453434107790466, 0.14546644105528628, 0.0627157904177853, 0.317908881091525, 0.19147018016701078, 0.31831394144862, 0.412223891390591, -0.34427597619006206, -0.16331655601096423, 0.21553357949977348, 0.19794266620557457, 0.14619708802148138, 0.2431529764353425, 0.0006106249610721565, -0.17869046245652087, 0.2992335217160009, 0.1855563092537425, -0.1953053838506766, -0.174882664400784, 0.14862094074211105, -0.013465831956191658, -0.0011385836550900467, 0.38387816717006956, -0.25163669131629013, 0.18132427313826718, 0.033950458798231935, -0.2979886210095167, -0.2579599483607821, -0.026136561513569932, -0.013285361401450138, 0.009174710779351412, 0.18420555007161946, 0.24264353726792157, -0.025747355286643278, -0.0008576271610804317, -0.009509300859795622]], "b": [0.3884904347042551, -0.18883963763706343, -0.04217255934812398, -0.1569873725022337, 0.22286024683229758, -0.39993236844134317, 0.07143740638531569, -0.13074420289515098, -0.03714070342616768, 0.14977980732774085, 0.08880715443370013, -0.06042714436889721, -0.5818166755013164, -0.12138361951893564, 0.034698031774962335, -0.2246349498025875]}, {"W": [[-0.0022255201108652978, -0.14456161444584734, -0.05401723088703606, -0.3130898626813094, -0.140551778441769, -0.4700294300736787, 0.7635221876958005, 0.30731880156393565, 0.2902817119831937, 0.08531075090223086, -0.40410303476927795, -0.14440847564002793, -0.5608012744921159, 0.08378435753116557, -0.3445756094715064, 0.27236908927476305], [-0.018907860042714997, 0.3521288391242709, 0.1750759890669215, -0.15541646545639304, 0.04841037856674113, 0.3591128891689473, -0.1284122483472463, 0.22365638989330933, 0.008330027839445753, 0.55889026622505, 0.1129160508762855, 0.37851918379834865, -0.45743390307484844, 0.5421823913598778, 0.3048473107315339, 0.17185370776098147], [-0.05617307061425476, 0.02419084430306054, 0.04096141787636782, 0.11837149398829414, -0.11212106099132281, -0.02564307069614614, -0.44565643687846185, -0.18784910499703952, 0.11697951231962717, -0.11742951665943986, -0.2969448481986698, 0.21180806153274462, -0.24379448110064333, 0.23887106867046612, 0.20345593845972795, -0.2391244426111203], [0.4295739052259022, 0.050303825556068986, 0.07290916591015634, 0.08688056249786104, -0.0900748329937189, -0.08276747562972667, -0.21703347728720193, -0.44579363110475756, 0.4041454340972056, 0.0465471673549616, -0.33883213618038344, -0.4477630233903283, 0.49266225624413185, 0.5207865135699733, 0.15411537671137143, 0.1098290710684508], [-0.0006828402455338733, -0.13712873306850173, 0.4853517088092833, -0.09982784429715968, -0.47255497858366263, 0.3578432828070006, 0.07258808519203795, -0.40021326317002404, 0.2829278458353872, 0.023302323666311884, -0.3150749652013572, -0.23116796014862212, -0.2999533571946014, -0.01061012651691769, 0.34017370474744146, -0.3672097255850977], [-0.3762417478936665, -0.5629109826877755, -0.34088641526311425, 0.26375782107796897, 0.056455815934174924, -0.1501477258299142, 0.20469869469794127, -0.19765172690301314, -0.0485209396370982, 0.08189242410328917, -0.14361901697018797, -0.11226281172076005, 0.23182232757768556, 0.33832081503772005, 0.4337907771168796, -0.0043703413319904], [0.21548825584568135, -0.1917515615301863, -0.07223477010011702, -0.41416991962096095, 0.29673819150303526, -0.5008401878906006, -0.05458145351070426, 0.01673500873533757, -0.07573993062214554, 0.19380371807119362, -0.17702765235158494, 0.23851175789738485, -0.06634694329174295, 0.14719766558328432, 0.14227644753810237, 0.230921996099434], [0.037371613605814896, -0.24740766949984552, -0.22687217978115543, -0.3036118791099499, -0.021301981738066036, 0.5735259918992326, -0.04300940460729645, -0.4377321633906314, -0.2015284306873994, -0.22539515232490276, -0.287249343504121, 0.3139098249008652, 0.08392832282755792, -0.30177221210561456, -0.03407216875872257, 0.17614003352048432]], "b": [0.11853355244863129, -0.2746444435368942, 0.2741064563540379, -0.3692073425510012, 0.07030613722592756, -0.2557944322883241, 0.3107804145265257, -0.19222314919735414]}, {"W": [[0.2457761385234068, 0.016979170602699527, -0.3818066980260345, -0.15466680012325296, -0.2641143560252066, 0.4988836943802775, -0.25484832356863285, -0.16734566853728366]], "b": [-0.22324630421817257]}], "training": {"phase1": {"device": "mps", "arch": [49, 16, 8, 1], "epochs_run": 24, "best_val_mse": 0.27677974104881287, "train_bars": 5722, "val_bars": 291, "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-12H.csv", "data_sha256": "14a5cca8197cc89afc79a6f1a4a01eff5ea80cdc282f2cbec121c262e15a4ee8", "train_window": ["2015-01-08", "2026-02-28"], "seed": 909, "created": "2026-06-18T21:07:19+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 4, "fold_objective": "robust", "best_fitness": -2.4196823828362866, "fold_calmars": [0.4919591413262032, 0.18999399056325383, 7.848593479138634, 14.705586990653009, 0.2017408544097439, 0.0], "fold_mean_calmar": 3.9063124093484745, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.09999999999999999, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.10600000000000001, "fragile_0_05": 1, "fragile_1_0": 28, "trade_target": 15, "base_fold_score": 2.734418686543932}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -5.922554387374181, "i_long_exit_activation_threshold": 71.26385703820385, "i_long_exit_activation_confirmation_threshold": -52.89200528573215, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}