Class PlattCalibrator

uncommon_route/decision/calibration.py:12–19

@dataclass
class PlattCalibrator:
    temperature: float = 1.0

    def calibrate(self, raw_confidence: float) -> float:
        safe = max(1e-6, min(1.0 - 1e-6, raw_confidence))
        logit = math.log(safe / (1.0 - safe))
        scaled = logit / max(0.05, self.temperature)
        return 1.0 / (1.0 + math.exp(-scaled))


def fit_platt_from_evals(