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calibration error 0.0249 vs 0.0251 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02514,"test_samples":3000,"train_samples":7000,"calibration_error":0.02494}},{"id":"OPT-E45B6F5982","datestamp":"2026-10-22T20:42:31.304662Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0166 vs 0.0171 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01707,"test_samples":3000,"train_samples":7000,"calibration_error":0.01659}},{"id":"OPT-FD650F0D36","datestamp":"2026-10-22T20:42:31.304662Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0256 vs 0.0258 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02576,"test_samples":3000,"train_samples":7000,"calibration_error":0.02558}},{"id":"OPT-479E532287","datestamp":"2026-10-22T20:25:37.899186Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0169 vs 0.0174 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01739,"test_samples":3000,"train_samples":7000,"calibration_error":0.0169}},{"id":"OPT-FFD77603D6","datestamp":"2026-10-22T20:25:37.899186Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; 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calibration error 0.0262 vs 0.0264 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02636,"test_samples":3000,"train_samples":7000,"calibration_error":0.02624}},{"id":"OPT-68A6CB59F7","datestamp":"2026-10-22T20:00:03.915034Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0166 vs 0.0171 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01707,"test_samples":3000,"train_samples":7000,"calibration_error":0.0166}},{"id":"OPT-26941CC251","datestamp":"2026-10-22T20:00:03.915034Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0262 vs 0.0264 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02636,"test_samples":3000,"train_samples":7000,"calibration_error":0.02624}},{"id":"OPT-F1E186BFDB","datestamp":"2026-10-22T19:44:11.874937Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0172 vs 0.0177 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01771,"test_samples":3000,"train_samples":7000,"calibration_error":0.01721}},{"id":"OPT-EC674E3F8A","datestamp":"2026-10-22T19:44:11.874937Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0265 vs 0.0267 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02667,"test_samples":3000,"train_samples":7000,"calibration_error":0.02655}},{"id":"OPT-E5BBC20F40","datestamp":"2026-10-22T19:28:34.145314Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0188 vs 0.0193 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01929,"test_samples":3000,"train_samples":7000,"calibration_error":0.01878}},{"id":"OPT-8490AA9AC7","datestamp":"2026-10-22T19:28:34.145314Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0265 vs 0.0267 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02667,"test_samples":3000,"train_samples":7000,"calibration_error":0.02655}},{"id":"OPT-0442A3D398","datestamp":"2026-10-22T19:18:40.456064Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0191 vs 0.0196 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01961,"test_samples":3000,"train_samples":7000,"calibration_error":0.0191}},{"id":"OPT-6CE6FFA290","datestamp":"2026-10-22T19:18:40.456064Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0262 vs 0.0264 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02637,"test_samples":3000,"train_samples":7000,"calibration_error":0.02625}},{"id":"OPT-742C47D837","datestamp":"2026-10-22T19:03:02.800680Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0199 vs 0.0206 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02056,"test_samples":3000,"train_samples":7000,"calibration_error":0.0199}},{"id":"OPT-D7B94836B8","datestamp":"2026-10-22T19:03:02.800680Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0259 vs 0.0261 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02607,"test_samples":3000,"train_samples":7000,"calibration_error":0.02595}},{"id":"OPT-D55C2799B3","datestamp":"2026-10-22T18:46:33.826121Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0191 vs 0.0196 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01962,"test_samples":3000,"train_samples":7000,"calibration_error":0.01907}},{"id":"OPT-84F42B9326","datestamp":"2026-10-22T18:46:33.826121Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0260 vs 0.0261 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02607,"test_samples":3000,"train_samples":7000,"calibration_error":0.02596}},{"id":"OPT-44AD118869","datestamp":"2026-10-22T18:42:06.273656Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0191 vs 0.0196 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01962,"test_samples":3000,"train_samples":7000,"calibration_error":0.01907}},{"id":"OPT-0481E18668","datestamp":"2026-10-22T18:42:06.273656Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0260 vs 0.0261 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02607,"test_samples":3000,"train_samples":7000,"calibration_error":0.02596}},{"id":"OPT-18DE9E8304","datestamp":"2026-10-22T18:26:00.397636Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0181 vs 0.0187 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01867,"test_samples":3000,"train_samples":7000,"calibration_error":0.01815}},{"id":"OPT-924B17935A","datestamp":"2026-10-22T18:26:00.397636Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; 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calibration error 0.0247 vs 0.0248 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02483,"test_samples":3000,"train_samples":7000,"calibration_error":0.02475}},{"id":"OPT-C701789A4E","datestamp":"2026-10-22T18:06:32.498654Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0181 vs 0.0187 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01867,"test_samples":3000,"train_samples":7000,"calibration_error":0.0181}},{"id":"OPT-A1B0E5F4ED","datestamp":"2026-10-22T18:06:32.498654Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0247 vs 0.0248 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02484,"test_samples":3000,"train_samples":7000,"calibration_error":0.02473}},{"id":"OPT-502A9BF5F0","datestamp":"2026-10-22T17:49:23.921644Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0181 vs 0.0187 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01867,"test_samples":3000,"train_samples":7000,"calibration_error":0.01805}},{"id":"OPT-F48C393CC6","datestamp":"2026-10-22T17:49:23.921644Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0259 vs 0.0261 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02608,"test_samples":3000,"train_samples":7000,"calibration_error":0.02593}},{"id":"OPT-639C70288E","datestamp":"2026-10-22T17:33:09.489317Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0183 vs 0.0190 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01899,"test_samples":3000,"train_samples":7000,"calibration_error":0.01832}},{"id":"OPT-D504B49C97","datestamp":"2026-10-22T17:33:09.489317Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0259 vs 0.0261 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02608,"test_samples":3000,"train_samples":7000,"calibration_error":0.02594}},{"id":"OPT-7FC2F2F3BC","datestamp":"2026-10-22T17:28:12.994322Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0183 vs 0.0190 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01899,"test_samples":3000,"train_samples":7000,"calibration_error":0.01832}},{"id":"OPT-DD3ECDC4CD","datestamp":"2026-10-22T17:28:12.994322Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0259 vs 0.0261 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02608,"test_samples":3000,"train_samples":7000,"calibration_error":0.02594}},{"id":"OPT-2EADCF5B27","datestamp":"2026-10-22T17:12:37.798313Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0192 vs 0.0199 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01994,"test_samples":3000,"train_samples":7000,"calibration_error":0.0192}},{"id":"OPT-2C9E5A1CE2","datestamp":"2026-10-22T17:12:37.798313Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0259 vs 0.0261 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02608,"test_samples":3000,"train_samples":7000,"calibration_error":0.02594}},{"id":"OPT-6ABA05BB56","datestamp":"2026-10-22T16:56:41.382644Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0189 vs 0.0196 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01962,"test_samples":3000,"train_samples":7000,"calibration_error":0.01891}},{"id":"OPT-2A7E3BC3F3","datestamp":"2026-10-22T16:56:41.382644Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0259 vs 0.0261 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02608,"test_samples":3000,"train_samples":7000,"calibration_error":0.02594}},{"id":"OPT-27E70EAB13","datestamp":"2026-10-22T16:50:45.131989Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0189 vs 0.0196 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01962,"test_samples":3000,"train_samples":7000,"calibration_error":0.0189}},{"id":"OPT-1D8439B033","datestamp":"2026-10-22T16:50:45.131989Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0259 vs 0.0261 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02608,"test_samples":3000,"train_samples":7000,"calibration_error":0.02595}},{"id":"OPT-B19822BAE3","datestamp":"2026-10-22T16:35:08.488976Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0189 vs 0.0196 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.01962,"test_samples":3000,"train_samples":7000,"calibration_error":0.01891}},{"id":"OPT-356CF4A43F","datestamp":"2026-10-22T16:35:08.488976Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0256 vs 0.0258 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02577,"test_samples":3000,"train_samples":7000,"calibration_error":0.02565}},{"id":"OPT-80C3DCFB37","datestamp":"2026-10-22T16:19:40.145387Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0201 vs 0.0209 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02089,"test_samples":3000,"train_samples":7000,"calibration_error":0.02013}},{"id":"OPT-EC6792E469","datestamp":"2026-10-22T16:19:40.145387Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0254 vs 0.0255 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02546,"test_samples":3000,"train_samples":7000,"calibration_error":0.02535}},{"id":"OPT-E61E75E8B1","datestamp":"2026-10-22T16:14:31.310321Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0201 vs 0.0209 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02089,"test_samples":3000,"train_samples":7000,"calibration_error":0.02013}},{"id":"OPT-B470022221","datestamp":"2026-10-22T16:14:31.310321Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0254 vs 0.0255 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02547,"test_samples":3000,"train_samples":7000,"calibration_error":0.02536}},{"id":"OPT-FFB5217631","datestamp":"2026-10-22T15:58:58.702588Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0201 vs 0.0209 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02089,"test_samples":3000,"train_samples":7000,"calibration_error":0.02014}},{"id":"OPT-F603C174ED","datestamp":"2026-10-22T15:58:58.702588Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0248 vs 0.0248 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02485,"test_samples":3000,"train_samples":7000,"calibration_error":0.02476}},{"id":"OPT-6E51E1A0BE","datestamp":"2026-10-22T15:43:27.162184Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-19F3","summary":"Calibration of the early-signal probability model (algorithm family AF-19F3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0201 vs 0.0209 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02089,"test_samples":3000,"train_samples":7000,"calibration_error":0.0201}},{"id":"OPT-1930DEAE69","datestamp":"2026-10-22T15:43:27.162184Z","stage":"calibration","stage_label":"Calibration","domain":"crypto","domain_label":"Crypto","objective":"calibration_error","objective_label":"Calibration error","family_id":"AF-54A3","summary":"Calibration of the early-signal probability model (algorithm family AF-54A3): monotone fit on 7,000 training / 3,000 held-out samples; calibration error 0.0254 vs 0.0255 base — improved on the base rate.","metrics":{"improved":true,"base_error":0.02546,"test_samples":3000,"train_samples":7000,"calibration_error":0.02536}}]}