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ミラティブ (472A.T) quant model fit

472A.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 ミラティブ (472A.T). Model: ml-factor-lgbm-9f-jp-growth. Model–stock fit, not a buy signal.

Median LONG hit rate is 0.66 (n=12). above a coin flip.Median LONG return is +117.9 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 · LONG0.66030.4871 – 0.790912
Hit rate · SHORT10.8958 – 110
Avg return · LONG (bps)117.962.3 – 135.712
Avg return · SHORT (bps)163.0105.8 – 300.410
Selection rate · LONG0.00290.0018 – 0.004812
Selection rate · SHORT0.00050.0003 – 0.001412

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
3.4941
short
2.5477
total
6.0417

Selected LONG 367 / SHORT 119 times out of 111,552 appearances (0.329% LONG).

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

/ai/stocks/472A.T.md/v1/stocks/472A.T
Research, not investment advice. Metrics describe model–stock fit, not the stock's merit.