============================================================================== NEDC Eval EEG (v5.0.0) File: output_dev/summary.txt Date: Sat Jun 3 17:30:08 2023 Data: Ref: lists/ref_dev.list Hyp: lists/hyp_dev_new.list ============================================================================== NEDC DP ALIGNMENT SCORING SUMMARY (V5.0.0): NEDC DPAlign Confusion Matrix Ref/Hyp: c1 c2 c3 c4 bckg c1: 1602.00 ( 86.97%) 135.00 ( 7.33%) 12.00 ( 0.65%) 26.00 ( 1.41%) 67.00 ( 3.64%) c2: 310.00 ( 16.03%) 1286.00 ( 66.49%) 37.00 ( 1.91%) 273.00 ( 14.12%) 28.00 ( 1.45%) c3: 375.00 ( 23.15%) 170.00 ( 10.49%) 684.00 ( 42.22%) 287.00 ( 17.72%) 104.00 ( 6.42%) c4: 282.00 ( 16.90%) 273.00 ( 16.36%) 196.00 ( 11.74%) 828.00 ( 49.61%) 90.00 ( 5.39%) bckg: 13501.00 ( 7.80%) 7669.00 ( 4.43%) 2919.00 ( 1.69%) 6859.00 ( 3.96%) 142059.00 ( 82.11%) PER LABEL RESULTS: LABEL: C1 Targets: 2614 Hits: 1602 Misses: 1012 False Alarms: 41875 Insertions: 41875 <** Deletions: 772 <** True Positives (TP): 1602 True Negatives (TN): 163762 False Positives (FP): 41875 False Negatives (FN): 1012 Sensitivity (TPR, Recall): 61.2854% Specificity (TNR): 79.6364% Precision (PPV): 3.6847% Negative Pred. Value (NPV): 99.3858% Miss Rate (FNR): 38.7146% False Positive Rate (FPR): 20.3636% False Discovery Rate (FDR): 96.3153% False Omission Rate (FOR): 0.6142% Accuracy: 79.4061% Misclassification Rate: 20.5939% Prevalence: 1.2552% F1 Score (F Ratio): 0.0695 Matthews (MCC): 0.1121 False Alarm Rate: 97.7727 per 24 hours LABEL: C2 Targets: 2663 Hits: 1286 Misses: 1377 False Alarms: 24102 Insertions: 24102 <** Deletions: 729 <** True Positives (TP): 1286 True Negatives (TN): 169891 False Positives (FP): 24102 False Negatives (FN): 1377 Sensitivity (TPR, Recall): 48.2914% Specificity (TNR): 87.5758% Precision (PPV): 5.0654% Negative Pred. Value (NPV): 99.1960% Miss Rate (FNR): 51.7086% False Positive Rate (FPR): 12.4242% False Discovery Rate (FDR): 94.9346% False Omission Rate (FOR): 0.8040% Accuracy: 87.0439% Misclassification Rate: 12.9561% Prevalence: 1.3541% F1 Score (F Ratio): 0.0917 Matthews (MCC): 0.1236 False Alarm Rate: 56.2750 per 24 hours LABEL: C3 Targets: 2733 Hits: 684 Misses: 2049 False Alarms: 27523 Insertions: 27523 <** Deletions: 1113 <** True Positives (TP): 684 True Negatives (TN): 175288 False Positives (FP): 27523 False Negatives (FN): 2049 Sensitivity (TPR, Recall): 25.0274% Specificity (TNR): 86.4292% Precision (PPV): 2.4249% Negative Pred. Value (NPV): 98.8446% Miss Rate (FNR): 74.9726% False Positive Rate (FPR): 13.5708% False Discovery Rate (FDR): 97.5751% False Omission Rate (FOR): 1.1554% Accuracy: 85.6128% Misclassification Rate: 14.3872% Prevalence: 1.3296% F1 Score (F Ratio): 0.0442 Matthews (MCC): 0.0381 False Alarm Rate: 64.2626 per 24 hours LABEL: C4 Targets: 2695 Hits: 828 Misses: 1867 False Alarms: 17548 Insertions: 17548 <** Deletions: 1026 <** True Positives (TP): 828 True Negatives (TN): 170958 False Positives (FP): 17548 False Negatives (FN): 1867 Sensitivity (TPR, Recall): 30.7236% Specificity (TNR): 90.6910% Precision (PPV): 4.5059% Negative Pred. Value (NPV): 98.9197% Miss Rate (FNR): 69.2764% False Positive Rate (FPR): 9.3090% False Discovery Rate (FDR): 95.4941% False Omission Rate (FOR): 1.0803% Accuracy: 89.8458% Misclassification Rate: 10.1542% Prevalence: 1.4095% F1 Score (F Ratio): 0.0786 Matthews (MCC): 0.0856 False Alarm Rate: 40.9723 per 24 hours LABEL: BCKG Targets: 279441 Hits: 142059 Misses: 137382 False Alarms: 40892 Insertions: 40892 <** Deletions: 106434 <** True Positives (TP): 142059 True Negatives (TN): 6776 False Positives (FP): 40892 False Negatives (FN): 137382 Sensitivity (TPR, Recall): 50.8368% Specificity (TNR): 14.2150% Precision (PPV): 77.6487% Negative Pred. Value (NPV): 4.7004% Miss Rate (FNR): 49.1632% False Positive Rate (FPR): 85.7850% False Discovery Rate (FDR): 22.3513% False Omission Rate (FOR): 95.2996% Accuracy: 45.5001% Misclassification Rate: 54.4999% Prevalence: 85.4275% F1 Score (F Ratio): 0.6145 Matthews (MCC): -0.2484 False Alarm Rate: 95.4775 per 24 hours SUMMARY: Total: 290146 Hits: 146459 Misses: 143687 False Alarms: 151940 Insertions: 151940 <** Deletions: 110074 <** True Positives(TP): 146459 False Positives (FP): 151940 Sensitivity (TPR, Recall): 50.4777% Miss Rate (FNR): 49.5223% Accuracy: 73.8096% Misclassification Rate: 26.1904% Prevalence: 25.7048% F1 Score: 0.3857 Matthews (MCC): 0.3207 Total Duration: 37004194.0000 secs Total False Alarms: 151940.0000 events Total False Alarm Rate: 354.7602 per 24 hours ============================================================================== NEDC EEG Eval Successfully Completed on Sat Jun 3 17:31:02 2023 ==============================================================================