============================================================================== NEDC Eval EEG (v5.0.0) File: output_train/summary.txt Date: Sun May 28 01:21:51 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: 7616.00 ( 76.50%) 1150.00 ( 11.55%) 923.00 ( 9.27%) 227.00 ( 2.28%) 39.00 ( 0.39%) c2: 265.00 ( 2.18%) 11285.00 ( 92.96%) 426.00 ( 3.51%) 120.00 ( 0.99%) 43.00 ( 0.35%) c3: 498.00 ( 4.12%) 911.00 ( 7.54%) 10495.00 ( 86.86%) 122.00 ( 1.01%) 57.00 ( 0.47%) c4: 965.00 ( 12.49%) 2019.00 ( 26.14%) 1249.00 ( 16.17%) 3445.00 ( 44.60%) 46.00 ( 0.60%) bckg: 60233.00 ( 7.76%) 128535.00 ( 16.56%) 87773.00 ( 11.31%) 19063.00 ( 2.46%) 480383.00 ( 61.91%) PER LABEL RESULTS: LABEL: C1 Targets: 13536 Hits: 7616 Misses: 5920 False Alarms: 2932 Insertions: 2932 <** Deletions: 3581 <** True Positives (TP): 7616 True Negatives (TN): 745972 False Positives (FP): 2932 False Negatives (FN): 5920 Sensitivity (TPR, Recall): 56.2648% Specificity (TNR): 99.6085% Precision (PPV): 72.2033% Negative Pred. Value (NPV): 99.2127% Miss Rate (FNR): 43.7352% False Positive Rate (FPR): 0.3915% False Discovery Rate (FDR): 27.7967% False Omission Rate (FOR): 0.7873% Accuracy: 98.8390% Misclassification Rate: 1.1610% Prevalence: 1.7754% F1 Score (F Ratio): 0.6325 Matthews (MCC): 0.6317 False Alarm Rate: 1.3224 per 24 hours LABEL: C2 Targets: 14094 Hits: 11285 Misses: 2809 False Alarms: 5364 Insertions: 5364 <** Deletions: 1955 <** True Positives (TP): 11285 True Negatives (TN): 673134 False Positives (FP): 5364 False Negatives (FN): 2809 Sensitivity (TPR, Recall): 80.0695% Specificity (TNR): 99.2094% Precision (PPV): 67.7818% Negative Pred. Value (NPV): 99.5844% Miss Rate (FNR): 19.9305% False Positive Rate (FPR): 0.7906% False Discovery Rate (FDR): 32.2182% False Omission Rate (FOR): 0.4156% Accuracy: 98.8199% Misclassification Rate: 1.1801% Prevalence: 2.0350% F1 Score (F Ratio): 0.7342 Matthews (MCC): 0.7308 False Alarm Rate: 2.4193 per 24 hours LABEL: C3 Targets: 13983 Hits: 10495 Misses: 3488 False Alarms: 3275 Insertions: 3275 <** Deletions: 1900 <** True Positives (TP): 10495 True Negatives (TN): 715434 False Positives (FP): 3275 False Negatives (FN): 3488 Sensitivity (TPR, Recall): 75.0554% Specificity (TNR): 99.5443% Precision (PPV): 76.2164% Negative Pred. Value (NPV): 99.5148% Miss Rate (FNR): 24.9446% False Positive Rate (FPR): 0.4557% False Discovery Rate (FDR): 23.7836% False Omission Rate (FOR): 0.4852% Accuracy: 99.0770% Misclassification Rate: 0.9230% Prevalence: 1.9084% F1 Score (F Ratio): 0.7563 Matthews (MCC): 0.7516 False Alarm Rate: 1.4771 per 24 hours LABEL: C4 Targets: 13895 Hits: 3445 Misses: 10450 False Alarms: 766 Insertions: 766 <** Deletions: 6171 <** True Positives (TP): 3445 True Negatives (TN): 790632 False Positives (FP): 766 False Negatives (FN): 10450 Sensitivity (TPR, Recall): 24.7931% Specificity (TNR): 99.9032% Precision (PPV): 81.8095% Negative Pred. Value (NPV): 98.6955% Miss Rate (FNR): 75.2069% False Positive Rate (FPR): 0.0968% False Discovery Rate (FDR): 18.1905% False Omission Rate (FOR): 1.3045% Accuracy: 98.6072% Misclassification Rate: 1.3928% Prevalence: 1.7255% F1 Score (F Ratio): 0.3805 Matthews (MCC): 0.4459 False Alarm Rate: 0.3455 per 24 hours LABEL: BCKG Targets: 1447226 Hits: 480383 Misses: 966843 False Alarms: 183 Insertions: 183 <** Deletions: 671239 <** True Positives (TP): 480383 True Negatives (TN): 41716 False Positives (FP): 183 False Negatives (FN): 966843 Sensitivity (TPR, Recall): 33.1934% Specificity (TNR): 99.5632% Precision (PPV): 99.9619% Negative Pred. Value (NPV): 4.1362% Miss Rate (FNR): 66.8066% False Positive Rate (FPR): 0.4368% False Discovery Rate (FDR): 0.0381% False Omission Rate (FOR): 95.8638% Accuracy: 35.0608% Misclassification Rate: 64.9392% Prevalence: 97.1863% F1 Score (F Ratio): 0.4984 Matthews (MCC): 0.1159 False Alarm Rate: 0.0825 per 24 hours SUMMARY: Total: 1502734 Hits: 513224 Misses: 989510 False Alarms: 12520 Insertions: 12520 <** Deletions: 684846 <** True Positives(TP): 513224 False Positives (FP): 12520 Sensitivity (TPR, Recall): 34.1527% Miss Rate (FNR): 65.8473% Accuracy: 77.6439% Misclassification Rate: 22.3561% Prevalence: 33.5271% F1 Score: 0.5008 Matthews (MCC): 0.4949 Total Duration: 191564658.0000 secs Total False Alarms: 12520.0000 events Total False Alarm Rate: 5.6468 per 24 hours ============================================================================== NEDC EEG Eval Successfully Completed on Sun May 28 01:23:49 2023 ==============================================================================