============================================================================== NEDC Eval EEG (v5.0.0) File: output_train/summary.txt Date: Mon May 8 21:22:56 2023 Data: Ref: lists/ref_train.list Hyp: lists/hyp_train_new.list ============================================================================== NEDC DP ALIGNMENT SCORING SUMMARY (V5.0.0): NEDC DPAlign Confusion Matrix Ref/Hyp: c1 c2 c3 c4 bckg c1: 5707.00 ( 97.82%) 65.00 ( 1.11%) 56.00 ( 0.96%) 0.00 ( 0.00%) 6.00 ( 0.10%) c2: 71.00 ( 1.20%) 5778.00 ( 97.97%) 47.00 ( 0.80%) 0.00 ( 0.00%) 2.00 ( 0.03%) c3: 86.00 ( 1.80%) 60.00 ( 1.26%) 4620.00 ( 96.86%) 0.00 ( 0.00%) 4.00 ( 0.08%) c4: 74.00 ( 32.89%) 85.00 ( 37.78%) 50.00 ( 22.22%) 0.00 ( 0.00%) 16.00 ( 7.11%) bckg: 3845.00 ( 4.69%) 5427.00 ( 6.62%) 3690.00 ( 4.50%) 0.00 ( 0.00%) 68969.00 ( 84.18%) PER LABEL RESULTS: LABEL: C1 Targets: 13536 Hits: 5707 Misses: 7829 False Alarms: 73 Insertions: 73 <** Deletions: 7702 <** True Positives (TP): 5707 True Negatives (TN): 88748 False Positives (FP): 73 False Negatives (FN): 7829 Sensitivity (TPR, Recall): 42.1616% Specificity (TNR): 99.9178% Precision (PPV): 98.7370% Negative Pred. Value (NPV): 91.8935% Miss Rate (FNR): 57.8384% False Positive Rate (FPR): 0.0822% False Discovery Rate (FDR): 1.2630% False Omission Rate (FOR): 8.1065% Accuracy: 92.2800% Misclassification Rate: 7.7200% Prevalence: 13.2243% F1 Score (F Ratio): 0.5909 Matthews (MCC): 0.6176 False Alarm Rate: 0.0329 per 24 hours LABEL: C2 Targets: 14094 Hits: 5778 Misses: 8316 False Alarms: 139 Insertions: 139 <** Deletions: 8196 <** True Positives (TP): 5778 True Negatives (TN): 87123 False Positives (FP): 139 False Negatives (FN): 8316 Sensitivity (TPR, Recall): 40.9962% Specificity (TNR): 99.8407% Precision (PPV): 97.6508% Negative Pred. Value (NPV): 91.2866% Miss Rate (FNR): 59.0038% False Positive Rate (FPR): 0.1593% False Discovery Rate (FDR): 2.3492% False Omission Rate (FOR): 8.7134% Accuracy: 91.6581% Misclassification Rate: 8.3419% Prevalence: 13.9054% F1 Score (F Ratio): 0.5775 Matthews (MCC): 0.6027 False Alarm Rate: 0.0627 per 24 hours LABEL: C3 Targets: 13983 Hits: 4620 Misses: 9363 False Alarms: 92 Insertions: 92 <** Deletions: 9213 <** True Positives (TP): 4620 True Negatives (TN): 90045 False Positives (FP): 92 False Negatives (FN): 9363 Sensitivity (TPR, Recall): 33.0401% Specificity (TNR): 99.8979% Precision (PPV): 98.0475% Negative Pred. Value (NPV): 90.5812% Miss Rate (FNR): 66.9599% False Positive Rate (FPR): 0.1021% False Discovery Rate (FDR): 1.9525% False Omission Rate (FOR): 9.4188% Accuracy: 90.9191% Misclassification Rate: 9.0809% Prevalence: 13.4297% F1 Score (F Ratio): 0.4942 Matthews (MCC): 0.5403 False Alarm Rate: 0.0415 per 24 hours LABEL: C4 Targets: 13895 Hits: 0 Misses: 13895 False Alarms: 0 Insertions: 0 <** Deletions: 13670 <** True Positives (TP): 0 True Negatives (TN): 98433 False Positives (FP): 0 False Negatives (FN): 13895 Sensitivity (TPR, Recall): 0.0000% Specificity (TNR): 100.0000% Precision (PPV): 0.0000% Negative Pred. Value (NPV): 87.6300% Miss Rate (FNR): 100.0000% False Positive Rate (FPR): 0.0000% False Discovery Rate (FDR): 100.0000% False Omission Rate (FOR): 12.3700% Accuracy: 87.6300% Misclassification Rate: 12.3700% Prevalence: 12.3700% F1 Score (F Ratio): 0.0000 Matthews (MCC): 0.0000 False Alarm Rate: 0.0000 per 24 hours LABEL: BCKG Targets: 1447226 Hits: 68969 Misses: 1378257 False Alarms: 934 Insertions: 934 <** Deletions: 1365295 <** True Positives (TP): 68969 True Negatives (TN): 16699 False Positives (FP): 934 False Negatives (FN): 1378257 Sensitivity (TPR, Recall): 4.7656% Specificity (TNR): 94.7031% Precision (PPV): 98.6639% Negative Pred. Value (NPV): 1.1971% Miss Rate (FNR): 95.2344% False Positive Rate (FPR): 5.2969% False Discovery Rate (FDR): 1.3361% False Omission Rate (FOR): 98.8029% Accuracy: 5.8482% Misclassification Rate: 94.1518% Prevalence: 98.7963% F1 Score (F Ratio): 0.0909 Matthews (MCC): -0.0027 False Alarm Rate: 0.4213 per 24 hours SUMMARY: Total: 1502734 Hits: 85074 Misses: 1417660 False Alarms: 1238 Insertions: 1238 <** Deletions: 1404076 <** True Positives(TP): 85074 False Positives (FP): 1238 Sensitivity (TPR, Recall): 5.6613% Miss Rate (FNR): 94.3387% Accuracy: 24.7277% Misclassification Rate: 75.2723% Prevalence: 79.7198% F1 Score: 0.1079 Matthews (MCC): 0.1027 Total Duration: 191564658.0000 secs Total False Alarms: 1238.0000 events Total False Alarm Rate: 0.5584 per 24 hours ============================================================================== NEDC EEG Eval Successfully Completed on Mon May 8 21:23:14 2023 ==============================================================================