============================================================================== NEDC Eval EEG (v5.0.0) File: output_train/summary.txt Date: Sat Jun 3 17:32:40 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: 8516.00 ( 87.65%) 623.00 ( 6.41%) 64.00 ( 0.66%) 113.00 ( 1.16%) 400.00 ( 4.12%) c2: 1713.00 ( 16.32%) 6928.00 ( 65.99%) 166.00 ( 1.58%) 1516.00 ( 14.44%) 176.00 ( 1.68%) c3: 1955.00 ( 22.85%) 1038.00 ( 12.13%) 3504.00 ( 40.96%) 1530.00 ( 17.89%) 527.00 ( 6.16%) c4: 1525.00 ( 17.38%) 1543.00 ( 17.59%) 997.00 ( 11.37%) 4197.00 ( 47.85%) 510.00 ( 5.81%) bckg: 75478.00 ( 8.32%) 41780.00 ( 4.61%) 18053.00 ( 1.99%) 38713.00 ( 4.27%) 733089.00 ( 80.82%) PER LABEL RESULTS: LABEL: C1 Targets: 13536 Hits: 8516 Misses: 5020 False Alarms: 205104 Insertions: 205104 <** Deletions: 3820 <** True Positives (TP): 8516 True Negatives (TN): 854267 False Positives (FP): 205104 False Negatives (FN): 5020 Sensitivity (TPR, Recall): 62.9137% Specificity (TNR): 80.6391% Precision (PPV): 3.9865% Negative Pred. Value (NPV): 99.4158% Miss Rate (FNR): 37.0863% False Positive Rate (FPR): 19.3609% False Discovery Rate (FDR): 96.0135% False Omission Rate (FOR): 0.5842% Accuracy: 80.4155% Misclassification Rate: 19.5845% Prevalence: 1.2616% F1 Score (F Ratio): 0.0750 Matthews (MCC): 0.1217 False Alarm Rate: 92.5065 per 24 hours LABEL: C2 Targets: 14094 Hits: 6928 Misses: 7166 False Alarms: 125883 Insertions: 125883 <** Deletions: 3595 <** True Positives (TP): 6928 True Negatives (TN): 889171 False Positives (FP): 125883 False Negatives (FN): 7166 Sensitivity (TPR, Recall): 49.1557% Specificity (TNR): 87.5984% Precision (PPV): 5.2164% Negative Pred. Value (NPV): 99.2005% Miss Rate (FNR): 50.8443% False Positive Rate (FPR): 12.4016% False Discovery Rate (FDR): 94.7836% False Omission Rate (FOR): 0.7995% Accuracy: 87.0719% Misclassification Rate: 12.9281% Prevalence: 1.3695% F1 Score (F Ratio): 0.0943 Matthews (MCC): 0.1274 False Alarm Rate: 56.7761 per 24 hours LABEL: C3 Targets: 13983 Hits: 3504 Misses: 10479 False Alarms: 137044 Insertions: 137044 <** Deletions: 5429 <** True Positives (TP): 3504 True Negatives (TN): 916820 False Positives (FP): 137044 False Negatives (FN): 10479 Sensitivity (TPR, Recall): 25.0590% Specificity (TNR): 86.9960% Precision (PPV): 2.4931% Negative Pred. Value (NPV): 98.8699% Miss Rate (FNR): 74.9410% False Positive Rate (FPR): 13.0040% False Discovery Rate (FDR): 97.5069% False Omission Rate (FOR): 1.1301% Accuracy: 86.1850% Misclassification Rate: 13.8150% Prevalence: 1.3095% F1 Score (F Ratio): 0.0454 Matthews (MCC): 0.0405 False Alarm Rate: 61.8099 per 24 hours LABEL: C4 Targets: 13895 Hits: 4197 Misses: 9698 False Alarms: 86150 Insertions: 86150 <** Deletions: 5123 <** True Positives (TP): 4197 True Negatives (TN): 894010 False Positives (FP): 86150 False Negatives (FN): 9698 Sensitivity (TPR, Recall): 30.2051% Specificity (TNR): 91.2106% Precision (PPV): 4.6454% Negative Pred. Value (NPV): 98.9269% Miss Rate (FNR): 69.7949% False Positive Rate (FPR): 8.7894% False Discovery Rate (FDR): 95.3546% False Omission Rate (FOR): 1.0731% Accuracy: 90.3579% Misclassification Rate: 9.6421% Prevalence: 1.3978% F1 Score (F Ratio): 0.0805 Matthews (MCC): 0.0875 False Alarm Rate: 38.8556 per 24 hours LABEL: BCKG Targets: 1447226 Hits: 733089 Misses: 714137 False Alarms: 211645 Insertions: 211645 <** Deletions: 540113 <** True Positives (TP): 733089 True Negatives (TN): 35928 False Positives (FP): 211645 False Negatives (FN): 714137 Sensitivity (TPR, Recall): 50.6548% Specificity (TNR): 14.5121% Precision (PPV): 77.5974% Negative Pred. Value (NPV): 4.7900% Miss Rate (FNR): 49.3452% False Positive Rate (FPR): 85.4879% False Discovery Rate (FDR): 22.4026% False Omission Rate (FOR): 95.2100% Accuracy: 45.3751% Misclassification Rate: 54.6249% Prevalence: 85.3922% F1 Score (F Ratio): 0.6130 Matthews (MCC): -0.2477 False Alarm Rate: 95.4567 per 24 hours SUMMARY: Total: 1502734 Hits: 756234 Misses: 746500 False Alarms: 765826 Insertions: 765826 <** Deletions: 558080 <** True Positives(TP): 756234 False Positives (FP): 765826 Sensitivity (TPR, Recall): 50.3239% Miss Rate (FNR): 49.6761% Accuracy: 74.1869% Misclassification Rate: 25.8131% Prevalence: 25.6494% F1 Score: 0.3899 Matthews (MCC): 0.3261 Total Duration: 191564658.0000 secs Total False Alarms: 765826.0000 events Total False Alarm Rate: 345.4049 per 24 hours ============================================================================== NEDC EEG Eval Successfully Completed on Sat Jun 3 17:37:10 2023 ==============================================================================