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CCIグループ (7381.T) quant model fit

7381.T·銀行·jp-listed
computed asof 2026-10-01T02:33:09

Median hit rate and return when a model selected CCIグループ (7381.T). Model: ml-factor-lgbm-9f-jp-growth. Model–stock fit, not a buy signal.

Median LONG hit rate is 0.64 (n=12). above a coin flip.Median LONG return is +47.9 bps.Above a coin flip is still not a buy signal.

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 · LONG0.63940.5009 – 0.753412
Hit rate · SHORT0.06320 – 0.084512
Avg return · LONG (bps)47.9-2.6458 – 98.212
Avg return · SHORT (bps)-497.2-641.0 – -428.012
Selection rate · LONG0.00090.0007 – 0.001312
Selection rate · SHORT0.00050.0003 – 0.000712

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
3.7245
short
-24.6
total
-20.8

Selected LONG 853 / SHORT 465 times out of 871,680 appearances (0.098% LONG).

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

/ai/stocks/7381.T.md/v1/stocks/7381.T
Research, not investment advice. Metrics describe model–stock fit, not the stock's merit.