qbuntuqbuntu

冨士ダイス (6167.T) quant model fit

6167.T·機械·jp-listed
computed asof 2026-10-01T02:33:09

Median hit rate and return when a model selected 冨士ダイス (6167.T). Model: ml-factor-lgbm-9f-jp-growth. Model–stock fit, not a buy signal.

Median LONG hit rate is 0.33 (n=12). below a coin flip.Median LONG return is -381.4 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 · LONG0.33360.2310 – 0.516912
Hit rate · SHORT0.82640.7384 – 0.970012
Avg return · LONG (bps)-381.4-571.7 – -207.912
Avg return · SHORT (bps)422.9302.6 – 608.212
Selection rate · LONG0.00410.0026 – 0.004612
Selection rate · SHORT0.00290.0020 – 0.004612

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
-65.7
short
71.1
total
5.4395

Selected LONG 1772 / SHORT 1478 times out of 466,944 appearances (0.379% LONG).

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

/ai/stocks/6167.T.md/v1/stocks/6167.T
Research, not investment advice. Metrics describe model–stock fit, not the stock's merit.