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calibration · v1.0.0
Temperature Scaling
Single-parameter calibration: divides logits by T. T>1 softens overconfidence; T<1 sharpens.
Contract
- Input:
- Predictions
- Output:
- Predictions
- Determinism:
- pure
- Side effects:
- none
- Leakage window:
- 0s
Params (live form)
JSON
{
"T": 1
}Examples
- Pull confident preds toward 0.5
Citations
- Guo et al. 2017 — On Calibration of Modern Neural Networks