{ "interpretation": "Maximum training-set Tanimoto is a prospective structural-domain diagnostic. Base-model standard deviation is uncalibrated model disagreement, not a confidence interval.", "similarity_bins": [ { "similarity_lower": 0.0, "similarity_upper": 0.2, "n": 4, "mae": 0.9316720822254423 }, { "similarity_lower": 0.2, "similarity_upper": 0.4, "n": 78, "mae": 0.8849285140097334 }, { "similarity_lower": 0.4, "similarity_upper": 0.6, "n": 254, "mae": 0.6907338347282547 }, { "similarity_lower": 0.6, "similarity_upper": 0.8, "n": 407, "mae": 0.6081678287092848 }, { "similarity_lower": 0.8, "similarity_upper": 1.0, "n": 12, "mae": 0.7199116374664865 } ], "threshold_sensitivity": [ { "threshold": 0.3, "accepted_n": 717, "rejected_n": 38, "accepted_coverage": 0.9496688741721855, "accepted_mae": 0.6537510555948612, "rejected_mae": 0.9374011977736562 }, { "threshold": 0.4, "accepted_n": 673, "rejected_n": 82, "accepted_coverage": 0.8913907284768212, "accepted_mae": 0.6413219018651611, "rejected_mae": 0.8872086880690363 }, { "threshold": 0.5, "accepted_n": 572, "rejected_n": 183, "accepted_coverage": 0.7576158940397351, "accepted_mae": 0.6219684156370159, "rejected_mae": 0.811993544440117 } ], "spearman_similarity_vs_absolute_error": -0.21224754709187837, "spearman_model_spread_vs_absolute_error": 0.22882272666123177 }