============================================================================== NEDC Eval EEG (v5.0.0) File: output_dev/summary.txt Date: Mon May 8 21:04:52 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: 1080.00 ( 97.47%) 10.00 ( 0.90%) 11.00 ( 0.99%) 0.00 ( 0.00%) 7.00 ( 0.63%) c2: 10.00 ( 0.89%) 1092.00 ( 97.59%) 10.00 ( 0.89%) 0.00 ( 0.00%) 7.00 ( 0.63%) c3: 21.00 ( 2.42%) 20.00 ( 2.31%) 820.00 ( 94.58%) 0.00 ( 0.00%) 6.00 ( 0.69%) c4: 19.00 ( 31.67%) 14.00 ( 23.33%) 13.00 ( 21.67%) 0.00 ( 0.00%) 14.00 ( 23.33%) bckg: 727.00 ( 4.37%) 1014.00 ( 6.09%) 658.00 ( 3.95%) 0.00 ( 0.00%) 14247.00 ( 85.59%) PER LABEL RESULTS: LABEL: C1 Targets: 2614 Hits: 1080 Misses: 1534 False Alarms: 51 Insertions: 51 <** Deletions: 1506 <** True Positives (TP): 1080 True Negatives (TN): 17915 False Positives (FP): 51 False Negatives (FN): 1534 Sensitivity (TPR, Recall): 41.3160% Specificity (TNR): 99.7161% Precision (PPV): 95.4907% Negative Pred. Value (NPV): 92.1127% Miss Rate (FNR): 58.6840% False Positive Rate (FPR): 0.2839% False Discovery Rate (FDR): 4.5093% False Omission Rate (FOR): 7.8873% Accuracy: 92.2983% Misclassification Rate: 7.7017% Prevalence: 12.7017% F1 Score (F Ratio): 0.5768 Matthews (MCC): 0.5995 False Alarm Rate: 0.1191 per 24 hours LABEL: C2 Targets: 2663 Hits: 1092 Misses: 1571 False Alarms: 116 Insertions: 116 <** Deletions: 1544 <** True Positives (TP): 1092 True Negatives (TN): 17623 False Positives (FP): 116 False Negatives (FN): 1571 Sensitivity (TPR, Recall): 41.0064% Specificity (TNR): 99.3461% Precision (PPV): 90.3974% Negative Pred. Value (NPV): 91.8152% Miss Rate (FNR): 58.9936% False Positive Rate (FPR): 0.6539% False Discovery Rate (FDR): 9.6026% False Omission Rate (FOR): 8.1848% Accuracy: 91.7312% Misclassification Rate: 8.2688% Prevalence: 13.0526% F1 Score (F Ratio): 0.5642 Matthews (MCC): 0.5760 False Alarm Rate: 0.2708 per 24 hours LABEL: C3 Targets: 2733 Hits: 820 Misses: 1913 False Alarms: 80 Insertions: 80 <** Deletions: 1866 <** True Positives (TP): 820 True Negatives (TN): 18241 False Positives (FP): 80 False Negatives (FN): 1913 Sensitivity (TPR, Recall): 30.0037% Specificity (TNR): 99.5633% Precision (PPV): 91.1111% Negative Pred. Value (NPV): 90.5081% Miss Rate (FNR): 69.9963% False Positive Rate (FPR): 0.4367% False Discovery Rate (FDR): 8.8889% False Omission Rate (FOR): 9.4919% Accuracy: 90.5339% Misclassification Rate: 9.4661% Prevalence: 12.9809% F1 Score (F Ratio): 0.4514 Matthews (MCC): 0.4912 False Alarm Rate: 0.1868 per 24 hours LABEL: C4 Targets: 2695 Hits: 0 Misses: 2695 False Alarms: 0 Insertions: 0 <** Deletions: 2635 <** True Positives (TP): 0 True Negatives (TN): 19740 False Positives (FP): 0 False Negatives (FN): 2695 Sensitivity (TPR, Recall): 0.0000% Specificity (TNR): 100.0000% Precision (PPV): 0.0000% Negative Pred. Value (NPV): 87.9875% Miss Rate (FNR): 100.0000% False Positive Rate (FPR): 0.0000% False Discovery Rate (FDR): 100.0000% False Omission Rate (FOR): 12.0125% Accuracy: 87.9875% Misclassification Rate: 12.0125% Prevalence: 12.0125% F1 Score (F Ratio): 0.0000 Matthews (MCC): 0.0000 False Alarm Rate: 0.0000 per 24 hours LABEL: BCKG Targets: 279441 Hits: 14247 Misses: 265194 False Alarms: 560 Insertions: 560 <** Deletions: 262795 <** True Positives (TP): 14247 True Negatives (TN): 3120 False Positives (FP): 560 False Negatives (FN): 265194 Sensitivity (TPR, Recall): 5.0984% Specificity (TNR): 84.7826% Precision (PPV): 96.2180% Negative Pred. Value (NPV): 1.1628% Miss Rate (FNR): 94.9016% False Positive Rate (FPR): 15.2174% False Discovery Rate (FDR): 3.7820% False Omission Rate (FOR): 98.8372% Accuracy: 6.1341% Misclassification Rate: 93.8659% Prevalence: 98.7002% F1 Score (F Ratio): 0.0968 Matthews (MCC): -0.0515 False Alarm Rate: 1.3075 per 24 hours SUMMARY: Total: 290146 Hits: 17239 Misses: 272907 False Alarms: 807 Insertions: 807 <** Deletions: 270346 <** True Positives(TP): 17239 False Positives (FP): 807 Sensitivity (TPR, Recall): 5.9415% Miss Rate (FNR): 94.0585% Accuracy: 25.5386% Misclassification Rate: 74.4614% Prevalence: 78.9315% F1 Score: 0.1120 Matthews (MCC): 0.0925 Total Duration: 37004194.0000 secs Total False Alarms: 807.0000 events Total False Alarm Rate: 1.8842 per 24 hours ============================================================================== NEDC EEG Eval Successfully Completed on Mon May 8 21:04:55 2023 ==============================================================================