{ "raw": { "ece": 0.12165459015965463, "brier": 0.05494365088863375, "nll": 0.8678970124274492, "accuracy": 0.7655, "soft_accuracy": 0.518058865621686, "mean_confidence": 0.6438454231023788, "mean_target_max": 0.6589462240487337, "score_mae": 0.23138969924882985, "n": 2000, "by_type": { "choice": { "ece": 0.12380825623869898, "brier": 0.06998325296962624, "nll": 0.9994215805456043, "accuracy": 0.735, "soft_accuracy": 0.4717585042615732, "mean_confidence": 0.6165745246907075, "mean_target_max": 0.6345381752649943, "score_mae": null, "n": 600 }, "score": { "ece": 0.1429442136734724, "brier": 0.05888521123427381, "nll": 1.0457728155190125, "accuracy": 0.725, "soft_accuracy": 0.43716177746653556, "mean_confidence": 0.5820557938143611, "mean_target_max": 0.5928848401084542, "score_mae": 0.23138969924882985, "n": 800 }, "noul": { "ece": 0.09649752428134283, "brier": 0.0346486350134545, "nll": 0.4992047068538765, "accuracy": 0.85, "soft_accuracy": 0.672222011188666, "mean_confidence": 0.7535024938980738, "mean_target_max": 0.7714361180861791, "score_mae": null, "n": 600 } } }, "post_temperature": { "ece": 0.13698417124152182, "brier": 0.053501144541695266, "nll": 0.8650732711162418, "accuracy": 0.7655, "soft_accuracy": 0.5108642288148403, "mean_confidence": 0.6287898935526609, "mean_target_max": 0.6589462240487337, "score_mae": 0.2321799295663368, "n": 2000, "by_type": { "choice": { "ece": 0.14068568497896194, "brier": 0.06812274806366986, "nll": 0.9962770284960667, "accuracy": 0.735, "soft_accuracy": 0.4645478400836388, "mean_confidence": 0.6014607128500938, "mean_target_max": 0.6345381752649943, "score_mae": null, "n": 600 }, "score": { "ece": 0.15858526431024075, "brier": 0.05696017570102413, "nll": 1.041912662992254, "accuracy": 0.725, "soft_accuracy": 0.43025937089696525, "mean_confidence": 0.5664147282019257, "mean_target_max": 0.5928848401084542, "score_mae": 0.2321799295663368, "n": 800 }, "noul": { "ece": 0.11154344946146012, "brier": 0.03426749947394885, "nll": 0.4980836579017341, "accuracy": 0.85, "soft_accuracy": 0.6646537614365419, "mean_confidence": 0.7392859613895416, "mean_target_max": 0.7714361180861791, "score_mae": null, "n": 600 } } }, "fitted_temperature": { "type0_bucket1": 1.0622789859771729, "type2_bucket0": 1.1156989336013794, "type1_bucket1": 1.069263219833374 } }