# メディカル一光グループ (3353.T) — per-stock model accuracy

> 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.

- **Name**: メディカル一光グループ
- **Sector**: 小売
- **Universe**: jp-listed
- **Decomposes**: `ml-factor-lgbm-9f-jp-growth` (strategy verdict: marginal) — https://qbuntu.ai/strategies/ml-factor-lgbm-9f-jp-growth
- **Computed asof**: 2026-10-01T02:33:09
- **HTML**: https://qbuntu.ai/stocks/3353.T
- **JSON**: https://qbuntu.ai/v1/stocks/3353.T
- **License**: CC-BY-4.0

## Accuracy (median across grid)

Median LONG hit rate is 0 — below a coin flip.

| metric | median | p25 | p75 | n |
|---|---:|---:|---:|---:|
| hit_rate_long | 0 | 0 | 0.0467 | 12 |
| hit_rate_short | 1 | 1 | 1 | 9 |
| avg_return_long_bps | -625.0 | -686.7 | -569.4 | 12 |
| avg_return_short_bps | 967.8 | 555.7 | 1025.4 | 9 |
| selection_rate_long | 0.0049 | 0.0011 | 0.0078 | 12 |
| selection_rate_short | 0.0014 | 0.0003 | 0.0084 | 12 |

Hit rate ≈ 0.5 means the model's picks on this stock were near coin-flip. Returns in bps/trade. Metrics with n = 0 are omitted; n < 5 is a thin sample.

## PnL contribution

- long: -9.9261
- short: 17.0
- total: 7.0462
- appearances: LONG 157 / SHORT 173 of 30720

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Research, not investment advice. These metrics describe model–stock fit, not the stock's merit.
Cite as: qbuntu (2026). 3353.T per-stock accuracy. https://qbuntu.ai/stocks/3353.T