| { |
| "overall_auroc": 0.8885557221389306, |
| "overall_acc": 0.8270676691729323, |
| "overall_fpr95": 0.5632183908045977, |
| "per_feature": { |
| "angle": { |
| "auroc": 0.984375, |
| "accuracy": 0.9705882352941176, |
| "fpr95": 0.03125, |
| "n_good": 32, |
| "n_bad": 2 |
| }, |
| "dist1": { |
| "auroc": 0.9834710743801653, |
| "accuracy": 0.8787878787878788, |
| "fpr95": 0.045454545454545456, |
| "n_good": 22, |
| "n_bad": 11 |
| }, |
| "dist6": { |
| "auroc": 1.0, |
| "accuracy": 1.0, |
| "fpr95": 0.0, |
| "n_good": 26, |
| "n_bad": 2 |
| }, |
| "dots": { |
| "auroc": 0.9907407407407407, |
| "accuracy": 0.9333333333333333, |
| "fpr95": 0.05555555555555555, |
| "n_good": 18, |
| "n_bad": 12 |
| }, |
| "edge1": { |
| "auroc": 0.9636363636363636, |
| "accuracy": 0.8571428571428571, |
| "fpr95": 0.18181818181818182, |
| "n_good": 11, |
| "n_bad": 10 |
| }, |
| "edge2": { |
| "auroc": 0.8784722222222222, |
| "accuracy": 0.7352941176470589, |
| "fpr95": 0.16666666666666666, |
| "n_good": 18, |
| "n_bad": 16 |
| }, |
| "edge3": { |
| "auroc": 0.7225, |
| "accuracy": 0.725, |
| "fpr95": 0.7, |
| "n_good": 20, |
| "n_bad": 20 |
| }, |
| "edge4": { |
| "auroc": 0.7017543859649124, |
| "accuracy": 0.6521739130434783, |
| "fpr95": 0.8148148148148148, |
| "n_good": 27, |
| "n_bad": 19 |
| } |
| } |
| } |