| { |
| "false_negatives_by_true_class": { |
| "AKIEC": [ |
| { |
| "true": "AKIEC", |
| "predicted": "BCC", |
| "count": 22, |
| "rate_of_true": 0.36065573770491804 |
| }, |
| { |
| "true": "AKIEC", |
| "predicted": "BKL", |
| "count": 14, |
| "rate_of_true": 0.22950819672131148 |
| }, |
| { |
| "true": "AKIEC", |
| "predicted": "SCCKA", |
| "count": 12, |
| "rate_of_true": 0.19672131147540983 |
| } |
| ], |
| "BCC": [ |
| { |
| "true": "BCC", |
| "predicted": "SCCKA", |
| "count": 28, |
| "rate_of_true": 0.05555555555555555 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "BKL", |
| "count": 7, |
| "rate_of_true": 0.013888888888888888 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "MEL", |
| "count": 4, |
| "rate_of_true": 0.007936507936507936 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "AKIEC", |
| "count": 3, |
| "rate_of_true": 0.005952380952380952 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "NV", |
| "count": 3, |
| "rate_of_true": 0.005952380952380952 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "INF", |
| "count": 1, |
| "rate_of_true": 0.001984126984126984 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "VASC", |
| "count": 1, |
| "rate_of_true": 0.001984126984126984 |
| } |
| ], |
| "BEN_OTH": [ |
| { |
| "true": "BEN_OTH", |
| "predicted": "BCC", |
| "count": 3, |
| "rate_of_true": 0.3333333333333333 |
| }, |
| { |
| "true": "BEN_OTH", |
| "predicted": "NV", |
| "count": 3, |
| "rate_of_true": 0.3333333333333333 |
| }, |
| { |
| "true": "BEN_OTH", |
| "predicted": "BKL", |
| "count": 1, |
| "rate_of_true": 0.1111111111111111 |
| }, |
| { |
| "true": "BEN_OTH", |
| "predicted": "MEL", |
| "count": 1, |
| "rate_of_true": 0.1111111111111111 |
| } |
| ], |
| "BKL": [ |
| { |
| "true": "BKL", |
| "predicted": "BCC", |
| "count": 39, |
| "rate_of_true": 0.3577981651376147 |
| }, |
| { |
| "true": "BKL", |
| "predicted": "SCCKA", |
| "count": 11, |
| "rate_of_true": 0.10091743119266056 |
| }, |
| { |
| "true": "BKL", |
| "predicted": "MEL", |
| "count": 8, |
| "rate_of_true": 0.07339449541284404 |
| }, |
| { |
| "true": "BKL", |
| "predicted": "NV", |
| "count": 6, |
| "rate_of_true": 0.05504587155963303 |
| }, |
| { |
| "true": "BKL", |
| "predicted": "AKIEC", |
| "count": 3, |
| "rate_of_true": 0.027522935779816515 |
| }, |
| { |
| "true": "BKL", |
| "predicted": "INF", |
| "count": 1, |
| "rate_of_true": 0.009174311926605505 |
| } |
| ], |
| "DF": [ |
| { |
| "true": "DF", |
| "predicted": "BCC", |
| "count": 2, |
| "rate_of_true": 0.2 |
| }, |
| { |
| "true": "DF", |
| "predicted": "MEL", |
| "count": 2, |
| "rate_of_true": 0.2 |
| }, |
| { |
| "true": "DF", |
| "predicted": "NV", |
| "count": 2, |
| "rate_of_true": 0.2 |
| }, |
| { |
| "true": "DF", |
| "predicted": "BKL", |
| "count": 1, |
| "rate_of_true": 0.1 |
| } |
| ], |
| "INF": [ |
| { |
| "true": "INF", |
| "predicted": "BCC", |
| "count": 6, |
| "rate_of_true": 0.6 |
| }, |
| { |
| "true": "INF", |
| "predicted": "DF", |
| "count": 1, |
| "rate_of_true": 0.1 |
| }, |
| { |
| "true": "INF", |
| "predicted": "MEL", |
| "count": 1, |
| "rate_of_true": 0.1 |
| }, |
| { |
| "true": "INF", |
| "predicted": "NV", |
| "count": 1, |
| "rate_of_true": 0.1 |
| } |
| ], |
| "MAL_OTH": [ |
| { |
| "true": "MAL_OTH", |
| "predicted": "BCC", |
| "count": 1, |
| "rate_of_true": 0.5 |
| }, |
| { |
| "true": "MAL_OTH", |
| "predicted": "SCCKA", |
| "count": 1, |
| "rate_of_true": 0.5 |
| } |
| ], |
| "MEL": [ |
| { |
| "true": "MEL", |
| "predicted": "NV", |
| "count": 30, |
| "rate_of_true": 0.3333333333333333 |
| }, |
| { |
| "true": "MEL", |
| "predicted": "BKL", |
| "count": 10, |
| "rate_of_true": 0.1111111111111111 |
| }, |
| { |
| "true": "MEL", |
| "predicted": "BCC", |
| "count": 9, |
| "rate_of_true": 0.1 |
| }, |
| { |
| "true": "MEL", |
| "predicted": "SCCKA", |
| "count": 1, |
| "rate_of_true": 0.011111111111111112 |
| }, |
| { |
| "true": "MEL", |
| "predicted": "VASC", |
| "count": 1, |
| "rate_of_true": 0.011111111111111112 |
| } |
| ], |
| "NV": [ |
| { |
| "true": "NV", |
| "predicted": "BKL", |
| "count": 10, |
| "rate_of_true": 0.06711409395973154 |
| }, |
| { |
| "true": "NV", |
| "predicted": "MEL", |
| "count": 8, |
| "rate_of_true": 0.053691275167785234 |
| }, |
| { |
| "true": "NV", |
| "predicted": "BCC", |
| "count": 6, |
| "rate_of_true": 0.040268456375838924 |
| } |
| ], |
| "SCCKA": [ |
| { |
| "true": "SCCKA", |
| "predicted": "BCC", |
| "count": 26, |
| "rate_of_true": 0.2736842105263158 |
| }, |
| { |
| "true": "SCCKA", |
| "predicted": "BKL", |
| "count": 8, |
| "rate_of_true": 0.08421052631578947 |
| }, |
| { |
| "true": "SCCKA", |
| "predicted": "AKIEC", |
| "count": 3, |
| "rate_of_true": 0.031578947368421054 |
| } |
| ], |
| "VASC": [ |
| { |
| "true": "VASC", |
| "predicted": "BCC", |
| "count": 1, |
| "rate_of_true": 0.1111111111111111 |
| }, |
| { |
| "true": "VASC", |
| "predicted": "NV", |
| "count": 1, |
| "rate_of_true": 0.1111111111111111 |
| } |
| ] |
| }, |
| "false_positives_by_predicted_class": { |
| "AKIEC": [ |
| { |
| "predicted": "AKIEC", |
| "true": "BCC", |
| "count": 3, |
| "rate_of_predicted": 0.13636363636363635 |
| }, |
| { |
| "predicted": "AKIEC", |
| "true": "BKL", |
| "count": 3, |
| "rate_of_predicted": 0.13636363636363635 |
| }, |
| { |
| "predicted": "AKIEC", |
| "true": "SCCKA", |
| "count": 3, |
| "rate_of_predicted": 0.13636363636363635 |
| } |
| ], |
| "BCC": [ |
| { |
| "predicted": "BCC", |
| "true": "BKL", |
| "count": 39, |
| "rate_of_predicted": 0.06818181818181818 |
| }, |
| { |
| "predicted": "BCC", |
| "true": "SCCKA", |
| "count": 26, |
| "rate_of_predicted": 0.045454545454545456 |
| }, |
| { |
| "predicted": "BCC", |
| "true": "AKIEC", |
| "count": 22, |
| "rate_of_predicted": 0.038461538461538464 |
| }, |
| { |
| "predicted": "BCC", |
| "true": "MEL", |
| "count": 9, |
| "rate_of_predicted": 0.015734265734265736 |
| }, |
| { |
| "predicted": "BCC", |
| "true": "INF", |
| "count": 6, |
| "rate_of_predicted": 0.01048951048951049 |
| }, |
| { |
| "predicted": "BCC", |
| "true": "NV", |
| "count": 6, |
| "rate_of_predicted": 0.01048951048951049 |
| }, |
| { |
| "predicted": "BCC", |
| "true": "BEN_OTH", |
| "count": 3, |
| "rate_of_predicted": 0.005244755244755245 |
| }, |
| { |
| "predicted": "BCC", |
| "true": "DF", |
| "count": 2, |
| "rate_of_predicted": 0.0034965034965034965 |
| }, |
| { |
| "predicted": "BCC", |
| "true": "MAL_OTH", |
| "count": 1, |
| "rate_of_predicted": 0.0017482517482517483 |
| }, |
| { |
| "predicted": "BCC", |
| "true": "VASC", |
| "count": 1, |
| "rate_of_predicted": 0.0017482517482517483 |
| } |
| ], |
| "BEN_OTH": [], |
| "BKL": [ |
| { |
| "predicted": "BKL", |
| "true": "AKIEC", |
| "count": 14, |
| "rate_of_predicted": 0.15217391304347827 |
| }, |
| { |
| "predicted": "BKL", |
| "true": "MEL", |
| "count": 10, |
| "rate_of_predicted": 0.10869565217391304 |
| }, |
| { |
| "predicted": "BKL", |
| "true": "NV", |
| "count": 10, |
| "rate_of_predicted": 0.10869565217391304 |
| }, |
| { |
| "predicted": "BKL", |
| "true": "SCCKA", |
| "count": 8, |
| "rate_of_predicted": 0.08695652173913043 |
| }, |
| { |
| "predicted": "BKL", |
| "true": "BCC", |
| "count": 7, |
| "rate_of_predicted": 0.07608695652173914 |
| }, |
| { |
| "predicted": "BKL", |
| "true": "BEN_OTH", |
| "count": 1, |
| "rate_of_predicted": 0.010869565217391304 |
| }, |
| { |
| "predicted": "BKL", |
| "true": "DF", |
| "count": 1, |
| "rate_of_predicted": 0.010869565217391304 |
| } |
| ], |
| "DF": [ |
| { |
| "predicted": "DF", |
| "true": "INF", |
| "count": 1, |
| "rate_of_predicted": 0.25 |
| } |
| ], |
| "INF": [ |
| { |
| "predicted": "INF", |
| "true": "BCC", |
| "count": 1, |
| "rate_of_predicted": 0.3333333333333333 |
| }, |
| { |
| "predicted": "INF", |
| "true": "BKL", |
| "count": 1, |
| "rate_of_predicted": 0.3333333333333333 |
| } |
| ], |
| "MAL_OTH": [], |
| "MEL": [ |
| { |
| "predicted": "MEL", |
| "true": "BKL", |
| "count": 8, |
| "rate_of_predicted": 0.12698412698412698 |
| }, |
| { |
| "predicted": "MEL", |
| "true": "NV", |
| "count": 8, |
| "rate_of_predicted": 0.12698412698412698 |
| }, |
| { |
| "predicted": "MEL", |
| "true": "BCC", |
| "count": 4, |
| "rate_of_predicted": 0.06349206349206349 |
| }, |
| { |
| "predicted": "MEL", |
| "true": "DF", |
| "count": 2, |
| "rate_of_predicted": 0.031746031746031744 |
| }, |
| { |
| "predicted": "MEL", |
| "true": "BEN_OTH", |
| "count": 1, |
| "rate_of_predicted": 0.015873015873015872 |
| }, |
| { |
| "predicted": "MEL", |
| "true": "INF", |
| "count": 1, |
| "rate_of_predicted": 0.015873015873015872 |
| } |
| ], |
| "NV": [ |
| { |
| "predicted": "NV", |
| "true": "MEL", |
| "count": 30, |
| "rate_of_predicted": 0.17543859649122806 |
| }, |
| { |
| "predicted": "NV", |
| "true": "BKL", |
| "count": 6, |
| "rate_of_predicted": 0.03508771929824561 |
| }, |
| { |
| "predicted": "NV", |
| "true": "BCC", |
| "count": 3, |
| "rate_of_predicted": 0.017543859649122806 |
| }, |
| { |
| "predicted": "NV", |
| "true": "BEN_OTH", |
| "count": 3, |
| "rate_of_predicted": 0.017543859649122806 |
| }, |
| { |
| "predicted": "NV", |
| "true": "DF", |
| "count": 2, |
| "rate_of_predicted": 0.011695906432748537 |
| }, |
| { |
| "predicted": "NV", |
| "true": "INF", |
| "count": 1, |
| "rate_of_predicted": 0.005847953216374269 |
| }, |
| { |
| "predicted": "NV", |
| "true": "VASC", |
| "count": 1, |
| "rate_of_predicted": 0.005847953216374269 |
| } |
| ], |
| "SCCKA": [ |
| { |
| "predicted": "SCCKA", |
| "true": "BCC", |
| "count": 28, |
| "rate_of_predicted": 0.25225225225225223 |
| }, |
| { |
| "predicted": "SCCKA", |
| "true": "AKIEC", |
| "count": 12, |
| "rate_of_predicted": 0.10810810810810811 |
| }, |
| { |
| "predicted": "SCCKA", |
| "true": "BKL", |
| "count": 11, |
| "rate_of_predicted": 0.0990990990990991 |
| }, |
| { |
| "predicted": "SCCKA", |
| "true": "MAL_OTH", |
| "count": 1, |
| "rate_of_predicted": 0.009009009009009009 |
| }, |
| { |
| "predicted": "SCCKA", |
| "true": "MEL", |
| "count": 1, |
| "rate_of_predicted": 0.009009009009009009 |
| } |
| ], |
| "VASC": [ |
| { |
| "predicted": "VASC", |
| "true": "BCC", |
| "count": 1, |
| "rate_of_predicted": 0.1111111111111111 |
| }, |
| { |
| "predicted": "VASC", |
| "true": "MEL", |
| "count": 1, |
| "rate_of_predicted": 0.1111111111111111 |
| } |
| ] |
| }, |
| "top_confusion_pairs": [ |
| { |
| "true": "BKL", |
| "predicted": "BCC", |
| "count": 39, |
| "rate_of_true": 0.3577981651376147 |
| }, |
| { |
| "true": "MEL", |
| "predicted": "NV", |
| "count": 30, |
| "rate_of_true": 0.3333333333333333 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "SCCKA", |
| "count": 28, |
| "rate_of_true": 0.05555555555555555 |
| }, |
| { |
| "true": "SCCKA", |
| "predicted": "BCC", |
| "count": 26, |
| "rate_of_true": 0.2736842105263158 |
| }, |
| { |
| "true": "AKIEC", |
| "predicted": "BCC", |
| "count": 22, |
| "rate_of_true": 0.36065573770491804 |
| }, |
| { |
| "true": "AKIEC", |
| "predicted": "BKL", |
| "count": 14, |
| "rate_of_true": 0.22950819672131148 |
| }, |
| { |
| "true": "AKIEC", |
| "predicted": "SCCKA", |
| "count": 12, |
| "rate_of_true": 0.19672131147540983 |
| }, |
| { |
| "true": "BKL", |
| "predicted": "SCCKA", |
| "count": 11, |
| "rate_of_true": 0.10091743119266056 |
| }, |
| { |
| "true": "MEL", |
| "predicted": "BKL", |
| "count": 10, |
| "rate_of_true": 0.1111111111111111 |
| }, |
| { |
| "true": "NV", |
| "predicted": "BKL", |
| "count": 10, |
| "rate_of_true": 0.06711409395973154 |
| }, |
| { |
| "true": "MEL", |
| "predicted": "BCC", |
| "count": 9, |
| "rate_of_true": 0.1 |
| }, |
| { |
| "true": "BKL", |
| "predicted": "MEL", |
| "count": 8, |
| "rate_of_true": 0.07339449541284404 |
| }, |
| { |
| "true": "NV", |
| "predicted": "MEL", |
| "count": 8, |
| "rate_of_true": 0.053691275167785234 |
| }, |
| { |
| "true": "SCCKA", |
| "predicted": "BKL", |
| "count": 8, |
| "rate_of_true": 0.08421052631578947 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "BKL", |
| "count": 7, |
| "rate_of_true": 0.013888888888888888 |
| }, |
| { |
| "true": "BKL", |
| "predicted": "NV", |
| "count": 6, |
| "rate_of_true": 0.05504587155963303 |
| }, |
| { |
| "true": "INF", |
| "predicted": "BCC", |
| "count": 6, |
| "rate_of_true": 0.6 |
| }, |
| { |
| "true": "NV", |
| "predicted": "BCC", |
| "count": 6, |
| "rate_of_true": 0.040268456375838924 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "MEL", |
| "count": 4, |
| "rate_of_true": 0.007936507936507936 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "AKIEC", |
| "count": 3, |
| "rate_of_true": 0.005952380952380952 |
| } |
| ], |
| "watched_confusion_patterns": [ |
| { |
| "true": "BCC", |
| "predicted": "SCCKA", |
| "count": 28, |
| "rate_of_true": 0.05555555555555555 |
| }, |
| { |
| "true": "AKIEC", |
| "predicted": "SCCKA", |
| "count": 12, |
| "rate_of_true": 0.19672131147540983 |
| }, |
| { |
| "true": "BKL", |
| "predicted": "SCCKA", |
| "count": 11, |
| "rate_of_true": 0.10091743119266056 |
| }, |
| { |
| "true": "SCCKA", |
| "predicted": "BKL", |
| "count": 8, |
| "rate_of_true": 0.08421052631578947 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "BKL", |
| "count": 7, |
| "rate_of_true": 0.013888888888888888 |
| }, |
| { |
| "true": "INF", |
| "predicted": "BCC", |
| "count": 6, |
| "rate_of_true": 0.6 |
| }, |
| { |
| "true": "BCC", |
| "predicted": "AKIEC", |
| "count": 3, |
| "rate_of_true": 0.005952380952380952 |
| }, |
| { |
| "true": "SCCKA", |
| "predicted": "AKIEC", |
| "count": 3, |
| "rate_of_true": 0.031578947368421054 |
| }, |
| { |
| "true": "INF", |
| "predicted": "NV", |
| "count": 1, |
| "rate_of_true": 0.1 |
| } |
| ] |
| } |
