============================================================================== NEDC Eval EEG (v5.0.0) File: output_dev/summary.txt Date: Sun May 28 01:33:07 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: 676.00 ( 70.64%) 168.00 ( 17.55%) 111.00 ( 11.60%) 0.00 ( 0.00%) 2.00 ( 0.21%) c2: 4.00 ( 0.19%) 2041.00 ( 96.14%) 74.00 ( 3.49%) 0.00 ( 0.00%) 4.00 ( 0.19%) c3: 39.00 ( 2.05%) 61.00 ( 3.21%) 1796.00 ( 94.53%) 0.00 ( 0.00%) 4.00 ( 0.21%) c4: 47.00 ( 13.39%) 178.00 ( 50.71%) 116.00 ( 33.05%) 3.00 ( 0.85%) 7.00 ( 1.99%) bckg: 2919.00 ( 4.28%) 8596.00 ( 12.61%) 6603.00 ( 9.68%) 3.00 ( 0.00%) 50060.00 ( 73.42%) PER LABEL RESULTS: LABEL: C1 Targets: 2614 Hits: 676 Misses: 1938 False Alarms: 0 Insertions: 0 <** Deletions: 1657 <** True Positives (TP): 676 True Negatives (TN): 69546 False Positives (FP): 0 False Negatives (FN): 1938 Sensitivity (TPR, Recall): 25.8607% Specificity (TNR): 100.0000% Precision (PPV): 100.0000% Negative Pred. Value (NPV): 97.2889% Miss Rate (FNR): 74.1393% False Positive Rate (FPR): 0.0000% False Discovery Rate (FDR): 0.0000% False Omission Rate (FOR): 2.7111% Accuracy: 97.3143% Misclassification Rate: 2.6857% Prevalence: 3.6225% F1 Score (F Ratio): 0.4109 Matthews (MCC): 0.5016 False Alarm Rate: 0.0000 per 24 hours LABEL: C2 Targets: 2663 Hits: 2041 Misses: 622 False Alarms: 23 Insertions: 23 <** Deletions: 540 <** True Positives (TP): 2041 True Negatives (TN): 62386 False Positives (FP): 23 False Negatives (FN): 622 Sensitivity (TPR, Recall): 76.6429% Specificity (TNR): 99.9631% Precision (PPV): 98.8857% Negative Pred. Value (NPV): 99.0128% Miss Rate (FNR): 23.3571% False Positive Rate (FPR): 0.0369% False Discovery Rate (FDR): 1.1143% False Omission Rate (FOR): 0.9872% Accuracy: 99.0088% Misclassification Rate: 0.9912% Prevalence: 4.0924% F1 Score (F Ratio): 0.8635 Matthews (MCC): 0.8660 False Alarm Rate: 0.0537 per 24 hours LABEL: C3 Targets: 2733 Hits: 1796 Misses: 937 False Alarms: 9 Insertions: 9 <** Deletions: 833 <** True Positives (TP): 1796 True Negatives (TN): 64708 False Positives (FP): 9 False Negatives (FN): 937 Sensitivity (TPR, Recall): 65.7153% Specificity (TNR): 99.9861% Precision (PPV): 99.5014% Negative Pred. Value (NPV): 98.5726% Miss Rate (FNR): 34.2847% False Positive Rate (FPR): 0.0139% False Discovery Rate (FDR): 0.4986% False Omission Rate (FOR): 1.4274% Accuracy: 98.5975% Misclassification Rate: 1.4025% Prevalence: 4.0519% F1 Score (F Ratio): 0.7915 Matthews (MCC): 0.8027 False Alarm Rate: 0.0210 per 24 hours LABEL: C4 Targets: 2695 Hits: 3 Misses: 2692 False Alarms: 0 Insertions: 0 <** Deletions: 2344 <** True Positives (TP): 3 True Negatives (TN): 73158 False Positives (FP): 0 False Negatives (FN): 2692 Sensitivity (TPR, Recall): 0.1113% Specificity (TNR): 100.0000% Precision (PPV): 100.0000% Negative Pred. Value (NPV): 96.4509% Miss Rate (FNR): 99.8887% False Positive Rate (FPR): 0.0000% False Discovery Rate (FDR): 0.0000% False Omission Rate (FOR): 3.5491% Accuracy: 96.4510% Misclassification Rate: 3.5490% Prevalence: 3.5529% F1 Score (F Ratio): 0.0022 Matthews (MCC): 0.0328 False Alarm Rate: 0.0000 per 24 hours LABEL: BCKG Targets: 279441 Hits: 50060 Misses: 229381 False Alarms: 76 Insertions: 76 <** Deletions: 211260 <** True Positives (TP): 50060 True Negatives (TN): 5314 False Positives (FP): 76 False Negatives (FN): 229381 Sensitivity (TPR, Recall): 17.9143% Specificity (TNR): 98.5900% Precision (PPV): 99.8484% Negative Pred. Value (NPV): 2.2642% Miss Rate (FNR): 82.0857% False Positive Rate (FPR): 1.4100% False Discovery Rate (FDR): 0.1516% False Omission Rate (FOR): 97.7358% Accuracy: 19.4410% Misclassification Rate: 80.5590% Prevalence: 98.1076% F1 Score (F Ratio): 0.3038 Matthews (MCC): 0.0590 False Alarm Rate: 0.1775 per 24 hours SUMMARY: Total: 290146 Hits: 54576 Misses: 235570 False Alarms: 108 Insertions: 108 <** Deletions: 216634 <** True Positives(TP): 54576 False Positives (FP): 108 Sensitivity (TPR, Recall): 18.8098% Miss Rate (FNR): 81.1902% Accuracy: 58.3141% Misclassification Rate: 41.6859% Prevalence: 51.3200% F1 Score: 0.3188 Matthews (MCC): 0.3174 Total Duration: 37004194.0000 secs Total False Alarms: 108.0000 events Total False Alarm Rate: 0.2522 per 24 hours ============================================================================== NEDC EEG Eval Successfully Completed on Sun May 28 01:33:17 2023 ==============================================================================