Source code for caliber.multiclass_classification.metrics.brier_score
import numpy as np
[docs]
def brier_score_loss(targets: np.ndarray, probs: np.ndarray) -> np.ndarray:
return np.sum((np.eye(probs.shape[1])[targets] - probs) ** 2) / len(targets)