ML Method Ladder Validation

Generated: 2026-05-21T15:48:28.454302+00:00

Stocks: 2330, 2303, 2327, 3008, 2317, 2308, 2454, 2382, 6669, 3711, 0050, 2356

Validation range: ['2025-07-25', '2026-05-14']

MethodGateBase AccCand AccΔ AccBase BUY PrecCand BUY PrecΔ BUY PrecSignals
panel_global_modelFAIL40.040.50.552.850.2-2.62099
ranking_from_panelFAIL40.040.50.552.850.2-2.62099
sequence_pattern_featuresFAIL40.040.80.852.850.4-2.42099

Ranking

{
  "baseline": {
    "top_k": 10,
    "dates": 193,
    "hit_rate": 51.8135,
    "avg_label": 0.1528
  },
  "candidate": {
    "top_k": 10,
    "dates": 193,
    "hit_rate": 52.8497,
    "avg_label": 0.1679
  },
  "deltas": {
    "top_hit_rate_delta_pp": 1.0362,
    "avg_label_delta": 0.0151
  },
  "passed": false
}

Promotion Note

This report is experimental. Passing candidates still require explicit approval before production integration.