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フルヤ金属 (7826.T) quant model fit

7826.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 フルヤ金属 (7826.T). Model: ml-factor-lgbm-9f-jp-growth. Model–stock fit, not a buy signal.

Median LONG hit rate is 0.54 (n=12). near a coin flip.Median LONG return is +56.9 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 · LONG0.53630.3956 – 0.596012
Hit rate · SHORT0.16440.0625 – 0.475512
Avg return · LONG (bps)56.98.2565 – 85.512
Avg return · SHORT (bps)-183.4-391.7 – -95.312
Selection rate · LONG0.00110.0008 – 0.001312
Selection rate · SHORT0.00030.0001 – 0.000512

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
6.6779
short
-4.0078
total
2.6701

Selected LONG 950 / SHORT 224 times out of 871,680 appearances (0.109% LONG).

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

/ai/stocks/7826.T.md/v1/stocks/7826.T
Research, not investment advice. Metrics describe model–stock fit, not the stock's merit.