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トーエネック (1946.T) quant model fit

1946.T·建設・資材·jp-listed
computed asof 2026-10-01T02:33:09

Median hit rate and return when a model selected トーエネック (1946.T). Model: ml-factor-lgbm-9f-jp-growth. Model–stock fit, not a buy signal.

Median LONG hit rate is 0.39 (n=12). below a coin flip.Median LONG return is -4.4 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 · LONG0.39050.3068 – 0.651912
Hit rate · SHORTthin n00 – 0.25004
Avg return · LONG (bps)-4.4349-26.0 – 34.412
Avg return · SHORT (bps)thin n-109.8-137.9 – 62.64
Selection rate · LONG0.00040.0003 – 0.000612
Selection rate · SHORT00 – 012

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. Rows marked thin n have fewer than 5 observations — do not over-read them.

PnL contribution

long
0.0605
short
-0.0552
total
0.0053

Selected LONG 322 / SHORT 9 times out of 699,648 appearances (0.046% LONG).

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

/ai/stocks/1946.T.md/v1/stocks/1946.T
Research, not investment advice. Metrics describe model–stock fit, not the stock's merit.