{"schema_version":"v1","type":"per_stock_model_accuracy","ticker":"3695.T","universe":"jp-listed","name":"ＧＭＯプロダクトプラットフォーム","sector":"情報通信・サービスその他","computed_asof":"2026-10-01T02:33:09","frame":"Model predictability decomposition: measures how accurately the ml-factor-lgbm-9f-jp-growth model family predicts this stock's returns within the jp-listed universe. High hit_rate_long does NOT mean 'good stock to buy' -- it means 'the model historically predicted this stock well when selecting it LONG'. This is a property of model-stock fit, not intrinsic stock quality.","source_strategy":{"note":"Standalone walk-forward run of the same LightGBM 9-factor family on the jp-listed universe (~4,100 tickers); the referenced record's verdict applies to the jp-growth universe only.","slug":"ml-factor-lgbm-9f-jp-growth","verdict":"marginal","relation":"model_family"},"source_strategy_exists":true,"units":{"pnl_cumul_*":"sum of per-trade decimal returns across all grid combos and retrain periods (0.01 = one trade returning 1%)","hit_rate_long":"ratio [0, 1] -- fraction of LONG selections with positive net return","hit_rate_short":"ratio [0, 1] -- fraction of SHORT selections with positive net return","avg_return_long_bps":"basis points per trade (1 bps = 0.01%) -- average net return when selected LONG","selection_rate_long":"ratio [0, 1] -- fraction of appearances where selected LONG","avg_return_short_bps":"basis points per trade (1 bps = 0.01%) -- average net return when selected SHORT","selection_rate_short":"ratio [0, 1] -- fraction of appearances where selected SHORT"},"accuracy_summary":{"hit_rate_long":{"n":12,"p25":0.3333,"p75":0.5838,"median":0.4532},"hit_rate_short":{"n":11,"p25":0,"p75":0.7083,"median":0.1818},"avg_return_long_bps":{"n":12,"p25":-1.9592,"p75":168.3929,"median":45.478},"selection_rate_long":{"n":12,"p25":0.0072,"p75":0.0104,"median":0.0096},"avg_return_short_bps":{"n":11,"p25":-560.7549,"p75":32.1142,"median":-98.374},"selection_rate_short":{"n":12,"p25":0.0007,"p75":0.0015,"median":0.0009}},"selection_counts":{"n_long_total":541,"n_short_total":68,"n_appearances_total":62208},"pnl_contribution":{"long":4.0498,"short":-1.2847,"total":2.7651},"_links":{"self":"https://qbuntu.ai/v1/stocks/3695.T","html":"https://qbuntu.ai/stocks/3695.T","markdown":"https://qbuntu.ai/ai/stocks/3695.T.md"},"license":"CC-BY-4.0"}