{ "n_images": 8125, "accuracy_a": 0.9911384615384615, "accuracy_b": 0.9907692307692307, "mcnemar": { "both_correct": 8004, "only_a_correct": 49, "only_b_correct": 46, "both_wrong": 26, "statistic": 0.042105263157894736, "p_value": 0.8374192519835879, "method": "chi-squared (continuity corrected)" }, "bootstrap": { "observed_difference": -0.00036923076923078835, "ci_low": -0.0027076923076923, "ci_high": 0.001969230769230834, "n_resamples": 10000, "confidence": 0.95, "p_value": 0.8012 }, "per_class": { "mean_difference": 0.0037079681416117925, "t_statistic": 1.23458202602619, "p_value": 0.22476960764208556, "df": 37, "ci_low": -0.0023775384859782067, "ci_high": 0.009793474769201792, "cohens_d": 0.2002756507644646, "effect_size_label": "small" }, "power": { "effect_size": 0.2002756507644646, "n": 38, "alpha": 0.05, "power": 0.22522047555120145, "n_for_80_percent_power": 198 }, "notes": [ "NOTE: the per-class test is underpowered \u2014 a null result here is inconclusive, not evidence of equivalence." ], "baseline_file": "artifacts/preds_baseline.npz", "challenger_file": "artifacts/preds_challenger.npz" }