# 日本冶金工業 (5480.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**: 日本冶金工業
- **Sector**: 鉄鋼・非鉄
- **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/5480.T
- **JSON**: https://qbuntu.ai/v1/stocks/5480.T
- **License**: CC-BY-4.0

## Accuracy (median across grid)

Median LONG hit rate is 0.3361 — below a coin flip.

| metric | median | p25 | p75 | n |
|---|---:|---:|---:|---:|
| hit_rate_long | 0.3361 | 0.2891 | 0.4294 | 12 |
| hit_rate_short | 1 | 1 | 1 | 7 |
| avg_return_long_bps | 116.2 | 23.7 | 264.8 | 12 |
| avg_return_short_bps | 238.1 | 238.1 | 365 | 7 |
| selection_rate_long | 0.0015 | 0.0009 | 0.0022 | 12 |
| selection_rate_short | 0 | 0 | 0 | 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: 21.4
- short: 0.6197
- total: 22.0
- appearances: LONG 1423 / SHORT 23 of 871680

---

Research, not investment advice. These metrics describe model–stock fit, not the stock's merit.
Cite as: qbuntu (2026). 5480.T per-stock accuracy. https://qbuntu.ai/stocks/5480.T