============================================================================== NEDC Eval EEG (v5.0.0) File: output_dev/summary.txt Date: Sat Jun 3 17:08:26 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: 1611.00 ( 63.83%) 255.00 ( 10.10%) 139.00 ( 5.51%) 43.00 ( 1.70%) 476.00 ( 18.86%) c2: 84.00 ( 3.24%) 2122.00 ( 81.93%) 64.00 ( 2.47%) 49.00 ( 1.89%) 271.00 ( 10.46%) c3: 57.00 ( 2.12%) 95.00 ( 3.54%) 2274.00 ( 84.76%) 40.00 ( 1.49%) 217.00 ( 8.09%) c4: 159.00 ( 6.09%) 275.00 ( 10.53%) 226.00 ( 8.66%) 1277.00 ( 48.91%) 674.00 ( 25.81%) bckg: 914.00 ( 0.33%) 2296.00 ( 0.84%) 2207.00 ( 0.81%) 551.00 ( 0.20%) 267166.00 ( 97.81%) PER LABEL RESULTS: LABEL: C1 Targets: 2614 Hits: 1611 Misses: 1003 False Alarms: 41495 Insertions: 41495 <** Deletions: 90 <** True Positives (TP): 1611 True Negatives (TN): 279804 False Positives (FP): 41495 False Negatives (FN): 1003 Sensitivity (TPR, Recall): 61.6297% Specificity (TNR): 87.0852% Precision (PPV): 3.7373% Negative Pred. Value (NPV): 99.6428% Miss Rate (FNR): 38.3703% False Positive Rate (FPR): 12.9148% False Discovery Rate (FDR): 96.2627% False Omission Rate (FOR): 0.3572% Accuracy: 86.8798% Misclassification Rate: 13.1202% Prevalence: 0.8070% F1 Score (F Ratio): 0.0705 Matthews (MCC): 0.1283 False Alarm Rate: 96.8855 per 24 hours LABEL: C2 Targets: 2663 Hits: 2122 Misses: 541 False Alarms: 79717 Insertions: 79717 <** Deletions: 73 <** True Positives (TP): 2122 True Negatives (TN): 278031 False Positives (FP): 79717 False Negatives (FN): 541 Sensitivity (TPR, Recall): 79.6846% Specificity (TNR): 77.7170% Precision (PPV): 2.5929% Negative Pred. Value (NPV): 99.8058% Miss Rate (FNR): 20.3154% False Positive Rate (FPR): 22.2830% False Discovery Rate (FDR): 97.4071% False Omission Rate (FOR): 0.1942% Accuracy: 77.7315% Misclassification Rate: 22.2685% Prevalence: 0.7389% F1 Score (F Ratio): 0.0502 Matthews (MCC): 0.1173 False Alarm Rate: 186.1289 per 24 hours LABEL: C3 Targets: 2733 Hits: 2274 Misses: 459 False Alarms: 76129 Insertions: 76129 <** Deletions: 50 <** True Positives (TP): 2274 True Negatives (TN): 278223 False Positives (FP): 76129 False Negatives (FN): 459 Sensitivity (TPR, Recall): 83.2053% Specificity (TNR): 78.5160% Precision (PPV): 2.9004% Negative Pred. Value (NPV): 99.8353% Miss Rate (FNR): 16.7947% False Positive Rate (FPR): 21.4840% False Discovery Rate (FDR): 97.0996% False Omission Rate (FOR): 0.1647% Accuracy: 78.5519% Misclassification Rate: 21.4481% Prevalence: 0.7654% F1 Score (F Ratio): 0.0561 Matthews (MCC): 0.1299 False Alarm Rate: 177.7514 per 24 hours LABEL: C4 Targets: 2695 Hits: 1277 Misses: 1418 False Alarms: 24226 Insertions: 24226 <** Deletions: 84 <** True Positives (TP): 1277 True Negatives (TN): 280248 False Positives (FP): 24226 False Negatives (FN): 1418 Sensitivity (TPR, Recall): 47.3840% Specificity (TNR): 92.0433% Precision (PPV): 5.0073% Negative Pred. Value (NPV): 99.4966% Miss Rate (FNR): 52.6160% False Positive Rate (FPR): 7.9567% False Discovery Rate (FDR): 94.9927% False Omission Rate (FOR): 0.5034% Accuracy: 91.6515% Misclassification Rate: 8.3485% Prevalence: 0.8774% F1 Score (F Ratio): 0.0906 Matthews (MCC): 0.1333 False Alarm Rate: 56.5646 per 24 hours LABEL: BCKG Targets: 279441 Hits: 267166 Misses: 12275 False Alarms: 308267 Insertions: 308267 <** Deletions: 6307 <** True Positives (TP): 267166 True Negatives (TN): 8770 False Positives (FP): 308267 False Negatives (FN): 12275 Sensitivity (TPR, Recall): 95.6073% Specificity (TNR): 2.7662% Precision (PPV): 46.4287% Negative Pred. Value (NPV): 41.6726% Miss Rate (FNR): 4.3927% False Positive Rate (FPR): 97.2338% False Discovery Rate (FDR): 53.5713% False Omission Rate (FOR): 58.3274% Accuracy: 46.2609% Misclassification Rate: 53.7391% Prevalence: 46.8485% F1 Score (F Ratio): 0.6250 Matthews (MCC): -0.0440 False Alarm Rate: 719.7635 per 24 hours SUMMARY: Total: 290146 Hits: 274450 Misses: 15696 False Alarms: 529834 Insertions: 529834 <** Deletions: 6604 <** True Positives(TP): 274450 False Positives (FP): 529834 Sensitivity (TPR, Recall): 94.5903% Miss Rate (FNR): 5.4097% Accuracy: 71.9530% Misclassification Rate: 28.0470% Prevalence: 14.9171% F1 Score: 0.4545 Matthews (MCC): 0.4527 Total Duration: 37004194.0000 secs Total False Alarms: 529834.0000 events Total False Alarm Rate: 1237.0938 per 24 hours ============================================================================== NEDC EEG Eval Successfully Completed on Sat Jun 3 17:10:17 2023 ==============================================================================