# テクノフレックス (3449.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**: テクノフレックス
- **Sector**: 建設・資材
- **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/3449.T
- **JSON**: https://qbuntu.ai/v1/stocks/3449.T
- **License**: CC-BY-4.0

## Accuracy (median across grid)

Median LONG hit rate is 0.3285 — below a coin flip.

| metric | median | p25 | p75 | n |
|---|---:|---:|---:|---:|
| hit_rate_long | 0.3285 | 0.2749 | 0.4190 | 12 |
| hit_rate_short | 0.6423 | 0.5184 | 0.7330 | 12 |
| avg_return_long_bps | -128.7 | -199.8 | -77.8 | 12 |
| avg_return_short_bps | -68.4 | -110.7 | 52.0 | 12 |
| selection_rate_long | 0.0064 | 0.0051 | 0.0076 | 12 |
| selection_rate_short | 0.0045 | 0.0030 | 0.0053 | 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: -33.6
- short: -7.0077
- total: -40.6
- appearances: LONG 2348 / SHORT 1547 of 357888

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Research, not investment advice. These metrics describe model–stock fit, not the stock's merit.
Cite as: qbuntu (2026). 3449.T per-stock accuracy. https://qbuntu.ai/stocks/3449.T