| { |
| "overall_auroc": 0.8181534232883558, |
| "overall_acc": 0.7593984962406015, |
| "overall_fpr95": 0.5689655172413793, |
| "per_feature": { |
| "angle": { |
| "auroc": 0.5972222222222222, |
| "accuracy": 0.875, |
| "fpr95": 0.75, |
| "n_good": 36, |
| "n_bad": 4 |
| }, |
| "dist1": { |
| "auroc": 0.5818181818181818, |
| "accuracy": 0.6666666666666666, |
| "fpr95": 0.7727272727272727, |
| "n_good": 22, |
| "n_bad": 5 |
| }, |
| "dist6": { |
| "auroc": 1.0, |
| "accuracy": 0.8571428571428571, |
| "fpr95": 0.0, |
| "n_good": 19, |
| "n_bad": 9 |
| }, |
| "dots": { |
| "auroc": 0.907928388746803, |
| "accuracy": 0.7, |
| "fpr95": 0.6521739130434783, |
| "n_good": 23, |
| "n_bad": 17 |
| }, |
| "edge1": { |
| "auroc": 0.6962962962962964, |
| "accuracy": 0.696969696969697, |
| "fpr95": 0.9333333333333333, |
| "n_good": 15, |
| "n_bad": 18 |
| }, |
| "edge2": { |
| "auroc": 0.7604166666666666, |
| "accuracy": 0.7058823529411765, |
| "fpr95": 0.7777777777777778, |
| "n_good": 18, |
| "n_bad": 16 |
| }, |
| "edge3": { |
| "auroc": 0.8151260504201681, |
| "accuracy": 0.7741935483870968, |
| "fpr95": 0.7647058823529411, |
| "n_good": 17, |
| "n_bad": 14 |
| }, |
| "edge4": { |
| "auroc": 0.7453703703703703, |
| "accuracy": 0.7878787878787878, |
| "fpr95": 0.7916666666666666, |
| "n_good": 24, |
| "n_bad": 9 |
| } |
| } |
| } |