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ダイナミックマッププラットフォーム (336A.T) quant model fit

336A.T·情報通信・サービスその他·jp-listed
computed asof 2026-10-01T02:33:09

Median hit rate and return when a model selected ダイナミックマッププラットフォーム (336A.T). Model: ml-factor-lgbm-9f-jp-growth. Model–stock fit, not a buy signal.

Median LONG hit rate is 0.53 (n=12). near a coin flip.Median LONG return is +43.1 bps.

read this first — not a buy signal

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.

Decomposes ml-factor-lgbm-9f-jp-growth — strategy verdict: marginal. 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.

Accuracy (median across grid)

metricmedianp25 – p75n
Hit rate · LONG0.53290.4872 – 0.660012
Hit rate · SHORT0.58210.5026 – 0.653412
Avg return · LONG (bps)43.14.7675 – 82.812
Avg return · SHORT (bps)107.0-235.8 – 279.312
Selection rate · LONG0.00810.0052 – 0.012012
Selection rate · SHORT0.01090.0106 – 0.011412

Hit rate ≈ 0.5 means the model's picks on this stock were near coin-flip. Returns in bps per trade (1 bps = 0.01%). Metrics with n = 0 are omitted.

PnL contribution

long
8.9146
short
8.5425
total
17.5

Selected LONG 2221 / SHORT 2729 times out of 251,328 appearances (0.884% LONG).

sum of per-trade decimal returns across all grid combos and retrain periods (0.01 = one trade returning 1%)

/ai/stocks/336A.T.md/v1/stocks/336A.T
Research, not investment advice. Metrics describe model–stock fit, not the stock's merit.