| { | |
| "metric_name": "binary_f1", | |
| "metric_value": 0.6211267605633802, | |
| "details": { | |
| "optimal_distance_metric": "euclidean_distances", | |
| "val_scores": { | |
| "cosine_distances": { | |
| "accuracy": 0.5725, | |
| "accuracy_threshold": 0.6759790182113647, | |
| "binary_f1": 0.5979670522257273, | |
| "binary_f1_threshold": 1.0 | |
| }, | |
| "manhatten_distances": { | |
| "accuracy": 0.5985, | |
| "accuracy_threshold": 30.971534729003906, | |
| "binary_f1": 0.6019760056457304, | |
| "binary_f1_threshold": 342.1531982421875 | |
| }, | |
| "euclidean_distances": { | |
| "accuracy": 0.598, | |
| "accuracy_threshold": 1.3944740295410156, | |
| "binary_f1": 0.6020444131124427, | |
| "binary_f1_threshold": 16.84113311767578 | |
| }, | |
| "dot_similarities": { | |
| "accuracy": 0.573, | |
| "accuracy_threshold": 548.4661254882812, | |
| "binary_f1": 0.6016949152542372, | |
| "binary_f1_threshold": 415.54345703125 | |
| } | |
| }, | |
| "test_scores": { | |
| "euclidean_distances": { | |
| "accuracy": 0.5645, | |
| "accuracy_threshold": 1.3944740295410156, | |
| "binary_f1": 0.6211267605633802, | |
| "binary_f1_threshold": 16.84113311767578 | |
| } | |
| } | |
| } | |
| } |