| { |
| "overall_auroc": 0.8191128424227193, |
| "overall_acc": 0.769811320754717, |
| "overall_fpr95": 0.9075144508670521, |
| "per_feature": { |
| "angle": { |
| "auroc": 0.7589285714285714, |
| "accuracy": 0.90625, |
| "fpr95": 0.8928571428571429, |
| "n_good": 28, |
| "n_bad": 4 |
| }, |
| "dist1": { |
| "auroc": 0.7662721893491125, |
| "accuracy": 0.7435897435897436, |
| "fpr95": 0.7692307692307693, |
| "n_good": 26, |
| "n_bad": 13 |
| }, |
| "dist6": { |
| "auroc": 0.8, |
| "accuracy": 0.9655172413793104, |
| "fpr95": 1.0, |
| "n_good": 24, |
| "n_bad": 5 |
| }, |
| "dots": { |
| "auroc": 0.9416666666666668, |
| "accuracy": 0.8823529411764706, |
| "fpr95": 0.4583333333333333, |
| "n_good": 24, |
| "n_bad": 10 |
| }, |
| "edge1": { |
| "auroc": 0.5672514619883041, |
| "accuracy": 0.5135135135135135, |
| "fpr95": 0.8947368421052632, |
| "n_good": 19, |
| "n_bad": 18 |
| }, |
| "edge2": { |
| "auroc": 0.7736842105263158, |
| "accuracy": 0.7586206896551724, |
| "fpr95": 1.0, |
| "n_good": 10, |
| "n_bad": 19 |
| }, |
| "edge3": { |
| "auroc": 0.6458333333333334, |
| "accuracy": 0.53125, |
| "fpr95": 0.8333333333333334, |
| "n_good": 12, |
| "n_bad": 20 |
| }, |
| "edge4": { |
| "auroc": 0.8111111111111111, |
| "accuracy": 0.9090909090909091, |
| "fpr95": 0.4666666666666667, |
| "n_good": 30, |
| "n_bad": 3 |
| } |
| } |
| } |
