トーシンホールディングス (9444.T) quant model fit
Median hit rate and return when a model selected トーシンホールディングス (9444.T). Model: ml-factor-lgbm-9f-jp-growth. Model–stock fit, not a buy signal.
Median LONG hit rate is 0.58 (n=12). above a coin flip.Median LONG return is +224.5 bps.Above a coin flip is still 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.
Accuracy (median across grid)
| metric | median | p25 – p75 | n |
|---|---|---|---|
| Hit rate · LONG | 0.5842 | 0.3798 – 0.7590 | 12 |
| Hit rate · SHORT | 0.1456 | 0.1346 – 0.2354 | 12 |
| Avg return · LONG (bps) | 224.5 | 120.7 – 450.8 | 12 |
| Avg return · SHORT (bps) | -594.9 | -653.9 – -392.9 | 12 |
| Selection rate · LONG | 0.0247 | 0.0133 – 0.0290 | 12 |
| Selection rate · SHORT | 0.0413 | 0.0398 – 0.0491 | 12 |
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
Selected LONG 992 / SHORT 2025 times out of 43,776 appearances (2.266% LONG).
sum of per-trade decimal returns across all grid combos and retrain periods (0.01 = one trade returning 1%)