============================================================================== NEDC Eval EEG (v5.0.0) File: output_train/summary.txt Date: Sat Jun 3 17:11:44 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: 8227.00 ( 63.06%) 1164.00 ( 8.92%) 889.00 ( 6.81%) 270.00 ( 2.07%) 2497.00 ( 19.14%) c2: 398.00 ( 2.88%) 11616.00 ( 84.16%) 336.00 ( 2.43%) 211.00 ( 1.53%) 1241.00 ( 8.99%) c3: 269.00 ( 1.96%) 506.00 ( 3.68%) 11672.00 ( 84.94%) 205.00 ( 1.49%) 1089.00 ( 7.93%) c4: 680.00 ( 5.07%) 1701.00 ( 12.69%) 1173.00 ( 8.75%) 6492.00 ( 48.42%) 3362.00 ( 25.07%) bckg: 4924.00 ( 0.35%) 12003.00 ( 0.85%) 11308.00 ( 0.80%) 2718.00 ( 0.19%) 1388941.00 ( 97.82%) PER LABEL RESULTS: LABEL: C1 Targets: 13536 Hits: 8227 Misses: 5309 False Alarms: 213810 Insertions: 213810 <** Deletions: 489 <** True Positives (TP): 8227 True Negatives (TN): 1454574 False Positives (FP): 213810 False Negatives (FN): 5309 Sensitivity (TPR, Recall): 60.7787% Specificity (TNR): 87.1846% Precision (PPV): 3.7052% Negative Pred. Value (NPV): 99.6363% Miss Rate (FNR): 39.2213% False Positive Rate (FPR): 12.8154% False Discovery Rate (FDR): 96.2948% False Omission Rate (FOR): 0.3637% Accuracy: 86.9721% Misclassification Rate: 13.0279% Prevalence: 0.8048% F1 Score (F Ratio): 0.0698 Matthews (MCC): 0.1266 False Alarm Rate: 96.4332 per 24 hours LABEL: C2 Targets: 14094 Hits: 11616 Misses: 2478 False Alarms: 404448 Insertions: 404448 <** Deletions: 292 <** True Positives (TP): 11616 True Negatives (TN): 1444716 False Positives (FP): 404448 False Negatives (FN): 2478 Sensitivity (TPR, Recall): 82.4181% Specificity (TNR): 78.1281% Precision (PPV): 2.7919% Negative Pred. Value (NPV): 99.8288% Miss Rate (FNR): 17.5819% False Positive Rate (FPR): 21.8719% False Discovery Rate (FDR): 97.2081% False Omission Rate (FOR): 0.1712% Accuracy: 78.1605% Misclassification Rate: 21.8395% Prevalence: 0.7564% F1 Score (F Ratio): 0.0540 Matthews (MCC): 0.1260 False Alarm Rate: 182.4152 per 24 hours LABEL: C3 Targets: 13983 Hits: 11672 Misses: 2311 False Alarms: 386500 Insertions: 386500 <** Deletions: 242 <** True Positives (TP): 11672 True Negatives (TN): 1446445 False Positives (FP): 386500 False Negatives (FN): 2311 Sensitivity (TPR, Recall): 83.4728% Specificity (TNR): 78.9137% Precision (PPV): 2.9314% Negative Pred. Value (NPV): 99.8405% Miss Rate (FNR): 16.5272% False Positive Rate (FPR): 21.0863% False Discovery Rate (FDR): 97.0686% False Omission Rate (FOR): 0.1595% Accuracy: 78.9482% Misclassification Rate: 21.0518% Prevalence: 0.7571% F1 Score (F Ratio): 0.0566 Matthews (MCC): 0.1315 False Alarm Rate: 174.3203 per 24 hours LABEL: C4 Targets: 13895 Hits: 6492 Misses: 7403 False Alarms: 125752 Insertions: 125752 <** Deletions: 487 <** True Positives (TP): 6492 True Negatives (TN): 1457080 False Positives (FP): 125752 False Negatives (FN): 7403 Sensitivity (TPR, Recall): 46.7218% Specificity (TNR): 92.0553% Precision (PPV): 4.9091% Negative Pred. Value (NPV): 99.4945% Miss Rate (FNR): 53.2782% False Positive Rate (FPR): 7.9447% False Discovery Rate (FDR): 95.0909% False Omission Rate (FOR): 0.5055% Accuracy: 91.6608% Misclassification Rate: 8.3392% Prevalence: 0.8702% F1 Score (F Ratio): 0.0888 Matthews (MCC): 0.1307 False Alarm Rate: 56.7170 per 24 hours LABEL: BCKG Targets: 1447226 Hits: 1388941 Misses: 58285 False Alarms: 1553248 Insertions: 1553248 <** Deletions: 27332 <** True Positives (TP): 1388941 True Negatives (TN): 45809 False Positives (FP): 1553248 False Negatives (FN): 58285 Sensitivity (TPR, Recall): 95.9726% Specificity (TNR): 2.8648% Precision (PPV): 47.2077% Negative Pred. Value (NPV): 44.0073% Miss Rate (FNR): 4.0274% False Positive Rate (FPR): 97.1352% False Discovery Rate (FDR): 52.7923% False Omission Rate (FOR): 55.9927% Accuracy: 47.0984% Misclassification Rate: 52.9016% Prevalence: 47.5079% F1 Score (F Ratio): 0.6329 Matthews (MCC): -0.0320 False Alarm Rate: 700.5500 per 24 hours SUMMARY: Total: 1502734 Hits: 1426948 Misses: 75786 False Alarms: 2683758 Insertions: 2683758 <** Deletions: 28842 <** True Positives(TP): 1426948 False Positives (FP): 2683758 Sensitivity (TPR, Recall): 94.9568% Miss Rate (FNR): 5.0432% Accuracy: 72.5011% Misclassification Rate: 27.4989% Prevalence: 14.9748% F1 Score: 0.4604 Matthews (MCC): 0.4608 Total Duration: 191564658.0000 secs Total False Alarms: 2683758.0000 events Total False Alarm Rate: 1210.4356 per 24 hours ============================================================================== NEDC EEG Eval Successfully Completed on Sat Jun 3 17:21:21 2023 ==============================================================================