{ "false_negatives_by_true_class": { "AKIEC": [ { "true": "AKIEC", "predicted": "BCC", "count": 23, "rate_of_true": 0.3770491803278688 }, { "true": "AKIEC", "predicted": "SCCKA", "count": 13, "rate_of_true": 0.21311475409836064 }, { "true": "AKIEC", "predicted": "BKL", "count": 9, "rate_of_true": 0.14754098360655737 } ], "BCC": [ { "true": "BCC", "predicted": "SCCKA", "count": 52, "rate_of_true": 0.10317460317460317 }, { "true": "BCC", "predicted": "BKL", "count": 21, "rate_of_true": 0.041666666666666664 }, { "true": "BCC", "predicted": "INF", "count": 5, "rate_of_true": 0.00992063492063492 }, { "true": "BCC", "predicted": "AKIEC", "count": 4, "rate_of_true": 0.007936507936507936 }, { "true": "BCC", "predicted": "MEL", "count": 4, "rate_of_true": 0.007936507936507936 }, { "true": "BCC", "predicted": "NV", "count": 3, "rate_of_true": 0.005952380952380952 }, { "true": "BCC", "predicted": "BEN_OTH", "count": 2, "rate_of_true": 0.003968253968253968 }, { "true": "BCC", "predicted": "DF", "count": 2, "rate_of_true": 0.003968253968253968 }, { "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": "MEL", "count": 2, "rate_of_true": 0.2222222222222222 }, { "true": "BEN_OTH", "predicted": "NV", "count": 2, "rate_of_true": 0.2222222222222222 }, { "true": "BEN_OTH", "predicted": "AKIEC", "count": 1, "rate_of_true": 0.1111111111111111 } ], "BKL": [ { "true": "BKL", "predicted": "BCC", "count": 40, "rate_of_true": 0.3669724770642202 }, { "true": "BKL", "predicted": "SCCKA", "count": 11, "rate_of_true": 0.10091743119266056 }, { "true": "BKL", "predicted": "MEL", "count": 6, "rate_of_true": 0.05504587155963303 }, { "true": "BKL", "predicted": "AKIEC", "count": 4, "rate_of_true": 0.03669724770642202 }, { "true": "BKL", "predicted": "NV", "count": 4, "rate_of_true": 0.03669724770642202 }, { "true": "BKL", "predicted": "INF", "count": 1, "rate_of_true": 0.009174311926605505 }, { "true": "BKL", "predicted": "VASC", "count": 1, "rate_of_true": 0.009174311926605505 } ], "DF": [ { "true": "DF", "predicted": "NV", "count": 3, "rate_of_true": 0.3 }, { "true": "DF", "predicted": "BEN_OTH", "count": 1, "rate_of_true": 0.1 }, { "true": "DF", "predicted": "BKL", "count": 1, "rate_of_true": 0.1 }, { "true": "DF", "predicted": "MEL", "count": 1, "rate_of_true": 0.1 } ], "INF": [ { "true": "INF", "predicted": "BCC", "count": 4, "rate_of_true": 0.4 }, { "true": "INF", "predicted": "AKIEC", "count": 1, "rate_of_true": 0.1 }, { "true": "INF", "predicted": "BEN_OTH", "count": 1, "rate_of_true": 0.1 }, { "true": "INF", "predicted": "SCCKA", "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": "BEN_OTH", "count": 1, "rate_of_true": 0.5 } ], "MEL": [ { "true": "MEL", "predicted": "NV", "count": 29, "rate_of_true": 0.32222222222222224 }, { "true": "MEL", "predicted": "BCC", "count": 11, "rate_of_true": 0.12222222222222222 }, { "true": "MEL", "predicted": "BKL", "count": 11, "rate_of_true": 0.12222222222222222 }, { "true": "MEL", "predicted": "AKIEC", "count": 1, "rate_of_true": 0.011111111111111112 }, { "true": "MEL", "predicted": "DF", "count": 1, "rate_of_true": 0.011111111111111112 }, { "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": "MEL", "count": 16, "rate_of_true": 0.10738255033557047 }, { "true": "NV", "predicted": "BKL", "count": 7, "rate_of_true": 0.04697986577181208 }, { "true": "NV", "predicted": "BCC", "count": 5, "rate_of_true": 0.03355704697986577 }, { "true": "NV", "predicted": "BEN_OTH", "count": 1, "rate_of_true": 0.006711409395973154 }, { "true": "NV", "predicted": "SCCKA", "count": 1, "rate_of_true": 0.006711409395973154 }, { "true": "NV", "predicted": "VASC", "count": 1, "rate_of_true": 0.006711409395973154 } ], "SCCKA": [ { "true": "SCCKA", "predicted": "BCC", "count": 21, "rate_of_true": 0.22105263157894736 }, { "true": "SCCKA", "predicted": "BKL", "count": 9, "rate_of_true": 0.09473684210526316 }, { "true": "SCCKA", "predicted": "AKIEC", "count": 3, "rate_of_true": 0.031578947368421054 }, { "true": "SCCKA", "predicted": "INF", "count": 1, "rate_of_true": 0.010526315789473684 } ], "VASC": [ { "true": "VASC", "predicted": "BCC", "count": 2, "rate_of_true": 0.2222222222222222 }, { "true": "VASC", "predicted": "NV", "count": 1, "rate_of_true": 0.1111111111111111 } ] }, "false_positives_by_predicted_class": { "AKIEC": [ { "predicted": "AKIEC", "true": "BCC", "count": 4, "rate_of_predicted": 0.13333333333333333 }, { "predicted": "AKIEC", "true": "BKL", "count": 4, "rate_of_predicted": 0.13333333333333333 }, { "predicted": "AKIEC", "true": "SCCKA", "count": 3, "rate_of_predicted": 0.1 }, { "predicted": "AKIEC", "true": "BEN_OTH", "count": 1, "rate_of_predicted": 0.03333333333333333 }, { "predicted": "AKIEC", "true": "INF", "count": 1, "rate_of_predicted": 0.03333333333333333 }, { "predicted": "AKIEC", "true": "MEL", "count": 1, "rate_of_predicted": 0.03333333333333333 } ], "BCC": [ { "predicted": "BCC", "true": "BKL", "count": 40, "rate_of_predicted": 0.07692307692307693 }, { "predicted": "BCC", "true": "AKIEC", "count": 23, "rate_of_predicted": 0.04423076923076923 }, { "predicted": "BCC", "true": "SCCKA", "count": 21, "rate_of_predicted": 0.04038461538461539 }, { "predicted": "BCC", "true": "MEL", "count": 11, "rate_of_predicted": 0.021153846153846155 }, { "predicted": "BCC", "true": "NV", "count": 5, "rate_of_predicted": 0.009615384615384616 }, { "predicted": "BCC", "true": "INF", "count": 4, "rate_of_predicted": 0.007692307692307693 }, { "predicted": "BCC", "true": "BEN_OTH", "count": 3, "rate_of_predicted": 0.0057692307692307696 }, { "predicted": "BCC", "true": "VASC", "count": 2, "rate_of_predicted": 0.0038461538461538464 }, { "predicted": "BCC", "true": "MAL_OTH", "count": 1, "rate_of_predicted": 0.0019230769230769232 } ], "BEN_OTH": [ { "predicted": "BEN_OTH", "true": "BCC", "count": 2, "rate_of_predicted": 0.2857142857142857 }, { "predicted": "BEN_OTH", "true": "DF", "count": 1, "rate_of_predicted": 0.14285714285714285 }, { "predicted": "BEN_OTH", "true": "INF", "count": 1, "rate_of_predicted": 0.14285714285714285 }, { "predicted": "BEN_OTH", "true": "MAL_OTH", "count": 1, "rate_of_predicted": 0.14285714285714285 }, { "predicted": "BEN_OTH", "true": "NV", "count": 1, "rate_of_predicted": 0.14285714285714285 } ], "BKL": [ { "predicted": "BKL", "true": "BCC", "count": 21, "rate_of_predicted": 0.21 }, { "predicted": "BKL", "true": "MEL", "count": 11, "rate_of_predicted": 0.11 }, { "predicted": "BKL", "true": "AKIEC", "count": 9, "rate_of_predicted": 0.09 }, { "predicted": "BKL", "true": "SCCKA", "count": 9, "rate_of_predicted": 0.09 }, { "predicted": "BKL", "true": "NV", "count": 7, "rate_of_predicted": 0.07 }, { "predicted": "BKL", "true": "DF", "count": 1, "rate_of_predicted": 0.01 } ], "DF": [ { "predicted": "DF", "true": "BCC", "count": 2, "rate_of_predicted": 0.2857142857142857 }, { "predicted": "DF", "true": "MEL", "count": 1, "rate_of_predicted": 0.14285714285714285 } ], "INF": [ { "predicted": "INF", "true": "BCC", "count": 5, "rate_of_predicted": 0.5 }, { "predicted": "INF", "true": "BKL", "count": 1, "rate_of_predicted": 0.1 }, { "predicted": "INF", "true": "SCCKA", "count": 1, "rate_of_predicted": 0.1 } ], "MAL_OTH": [], "MEL": [ { "predicted": "MEL", "true": "NV", "count": 16, "rate_of_predicted": 0.25 }, { "predicted": "MEL", "true": "BKL", "count": 6, "rate_of_predicted": 0.09375 }, { "predicted": "MEL", "true": "BCC", "count": 4, "rate_of_predicted": 0.0625 }, { "predicted": "MEL", "true": "BEN_OTH", "count": 2, "rate_of_predicted": 0.03125 }, { "predicted": "MEL", "true": "DF", "count": 1, "rate_of_predicted": 0.015625 } ], "NV": [ { "predicted": "NV", "true": "MEL", "count": 29, "rate_of_predicted": 0.18125 }, { "predicted": "NV", "true": "BKL", "count": 4, "rate_of_predicted": 0.025 }, { "predicted": "NV", "true": "BCC", "count": 3, "rate_of_predicted": 0.01875 }, { "predicted": "NV", "true": "DF", "count": 3, "rate_of_predicted": 0.01875 }, { "predicted": "NV", "true": "BEN_OTH", "count": 2, "rate_of_predicted": 0.0125 }, { "predicted": "NV", "true": "VASC", "count": 1, "rate_of_predicted": 0.00625 } ], "SCCKA": [ { "predicted": "SCCKA", "true": "BCC", "count": 52, "rate_of_predicted": 0.37142857142857144 }, { "predicted": "SCCKA", "true": "AKIEC", "count": 13, "rate_of_predicted": 0.09285714285714286 }, { "predicted": "SCCKA", "true": "BKL", "count": 11, "rate_of_predicted": 0.07857142857142857 }, { "predicted": "SCCKA", "true": "INF", "count": 1, "rate_of_predicted": 0.007142857142857143 }, { "predicted": "SCCKA", "true": "MEL", "count": 1, "rate_of_predicted": 0.007142857142857143 }, { "predicted": "SCCKA", "true": "NV", "count": 1, "rate_of_predicted": 0.007142857142857143 } ], "VASC": [ { "predicted": "VASC", "true": "BCC", "count": 1, "rate_of_predicted": 0.1 }, { "predicted": "VASC", "true": "BKL", "count": 1, "rate_of_predicted": 0.1 }, { "predicted": "VASC", "true": "MEL", "count": 1, "rate_of_predicted": 0.1 }, { "predicted": "VASC", "true": "NV", "count": 1, "rate_of_predicted": 0.1 } ] }, "top_confusion_pairs": [ { "true": "BCC", "predicted": "SCCKA", "count": 52, "rate_of_true": 0.10317460317460317 }, { "true": "BKL", "predicted": "BCC", "count": 40, "rate_of_true": 0.3669724770642202 }, { "true": "MEL", "predicted": "NV", "count": 29, "rate_of_true": 0.32222222222222224 }, { "true": "AKIEC", "predicted": "BCC", "count": 23, "rate_of_true": 0.3770491803278688 }, { "true": "BCC", "predicted": "BKL", "count": 21, "rate_of_true": 0.041666666666666664 }, { "true": "SCCKA", "predicted": "BCC", "count": 21, "rate_of_true": 0.22105263157894736 }, { "true": "NV", "predicted": "MEL", "count": 16, "rate_of_true": 0.10738255033557047 }, { "true": "AKIEC", "predicted": "SCCKA", "count": 13, "rate_of_true": 0.21311475409836064 }, { "true": "BKL", "predicted": "SCCKA", "count": 11, "rate_of_true": 0.10091743119266056 }, { "true": "MEL", "predicted": "BCC", "count": 11, "rate_of_true": 0.12222222222222222 }, { "true": "MEL", "predicted": "BKL", "count": 11, "rate_of_true": 0.12222222222222222 }, { "true": "AKIEC", "predicted": "BKL", "count": 9, "rate_of_true": 0.14754098360655737 }, { "true": "SCCKA", "predicted": "BKL", "count": 9, "rate_of_true": 0.09473684210526316 }, { "true": "NV", "predicted": "BKL", "count": 7, "rate_of_true": 0.04697986577181208 }, { "true": "BKL", "predicted": "MEL", "count": 6, "rate_of_true": 0.05504587155963303 }, { "true": "BCC", "predicted": "INF", "count": 5, "rate_of_true": 0.00992063492063492 }, { "true": "NV", "predicted": "BCC", "count": 5, "rate_of_true": 0.03355704697986577 }, { "true": "BCC", "predicted": "AKIEC", "count": 4, "rate_of_true": 0.007936507936507936 }, { "true": "BCC", "predicted": "MEL", "count": 4, "rate_of_true": 0.007936507936507936 }, { "true": "BKL", "predicted": "AKIEC", "count": 4, "rate_of_true": 0.03669724770642202 } ], "watched_confusion_patterns": [ { "true": "BCC", "predicted": "SCCKA", "count": 52, "rate_of_true": 0.10317460317460317 }, { "true": "BCC", "predicted": "BKL", "count": 21, "rate_of_true": 0.041666666666666664 }, { "true": "AKIEC", "predicted": "SCCKA", "count": 13, "rate_of_true": 0.21311475409836064 }, { "true": "BKL", "predicted": "SCCKA", "count": 11, "rate_of_true": 0.10091743119266056 }, { "true": "SCCKA", "predicted": "BKL", "count": 9, "rate_of_true": 0.09473684210526316 }, { "true": "BCC", "predicted": "AKIEC", "count": 4, "rate_of_true": 0.007936507936507936 }, { "true": "INF", "predicted": "BCC", "count": 4, "rate_of_true": 0.4 }, { "true": "SCCKA", "predicted": "AKIEC", "count": 3, "rate_of_true": 0.031578947368421054 }, { "true": "INF", "predicted": "BEN_OTH", "count": 1, "rate_of_true": 0.1 } ] }