============================================================================== NEDC Eval EEG (v5.0.0) File: output_dev/summary.txt Date: Sun May 28 01:19:47 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: 1742.00 ( 74.16%) 309.00 ( 13.15%) 231.00 ( 9.83%) 56.00 ( 2.38%) 11.00 ( 0.47%) c2: 92.00 ( 3.56%) 2352.00 ( 91.02%) 98.00 ( 3.79%) 30.00 ( 1.16%) 12.00 ( 0.46%) c3: 157.00 ( 6.17%) 246.00 ( 9.67%) 2078.00 ( 81.71%) 48.00 ( 1.89%) 14.00 ( 0.55%) c4: 290.00 ( 13.21%) 585.00 ( 26.64%) 345.00 ( 15.71%) 961.00 ( 43.76%) 15.00 ( 0.68%) bckg: 17730.00 ( 8.63%) 36729.00 ( 17.88%) 23235.00 ( 11.31%) 5718.00 ( 2.78%) 122034.00 ( 59.40%) PER LABEL RESULTS: LABEL: C1 Targets: 2614 Hits: 1742 Misses: 872 False Alarms: 988 Insertions: 988 <** Deletions: 265 <** True Positives (TP): 1742 True Negatives (TN): 194500 False Positives (FP): 988 False Negatives (FN): 872 Sensitivity (TPR, Recall): 66.6412% Specificity (TNR): 99.4946% Precision (PPV): 63.8095% Negative Pred. Value (NPV): 99.5537% Miss Rate (FNR): 33.3588% False Positive Rate (FPR): 0.5054% False Discovery Rate (FDR): 36.1905% False Omission Rate (FOR): 0.4463% Accuracy: 99.0611% Misclassification Rate: 0.9389% Prevalence: 1.3195% F1 Score (F Ratio): 0.6519 Matthews (MCC): 0.6473 False Alarm Rate: 2.3069 per 24 hours LABEL: C2 Targets: 2663 Hits: 2352 Misses: 311 False Alarms: 1818 Insertions: 1818 <** Deletions: 79 <** True Positives (TP): 2352 True Negatives (TN): 174665 False Positives (FP): 1818 False Negatives (FN): 311 Sensitivity (TPR, Recall): 88.3214% Specificity (TNR): 98.9699% Precision (PPV): 56.4029% Negative Pred. Value (NPV): 99.8223% Miss Rate (FNR): 11.6786% False Positive Rate (FPR): 1.0301% False Discovery Rate (FDR): 43.5971% False Omission Rate (FOR): 0.1777% Accuracy: 98.8116% Misclassification Rate: 1.1884% Prevalence: 1.4865% F1 Score (F Ratio): 0.6884 Matthews (MCC): 0.7006 False Alarm Rate: 4.2448 per 24 hours LABEL: C3 Targets: 2733 Hits: 2078 Misses: 655 False Alarms: 1121 Insertions: 1121 <** Deletions: 190 <** True Positives (TP): 2078 True Negatives (TN): 188666 False Positives (FP): 1121 False Negatives (FN): 655 Sensitivity (TPR, Recall): 76.0337% Specificity (TNR): 99.4093% Precision (PPV): 64.9578% Negative Pred. Value (NPV): 99.6540% Miss Rate (FNR): 23.9663% False Positive Rate (FPR): 0.5907% False Discovery Rate (FDR): 35.0422% False Omission Rate (FOR): 0.3460% Accuracy: 99.0775% Misclassification Rate: 0.9225% Prevalence: 1.4196% F1 Score (F Ratio): 0.7006 Matthews (MCC): 0.6982 False Alarm Rate: 2.6174 per 24 hours LABEL: C4 Targets: 2695 Hits: 961 Misses: 1734 False Alarms: 268 Insertions: 268 <** Deletions: 499 <** True Positives (TP): 961 True Negatives (TN): 207070 False Positives (FP): 268 False Negatives (FN): 1734 Sensitivity (TPR, Recall): 35.6586% Specificity (TNR): 99.8707% Precision (PPV): 78.1937% Negative Pred. Value (NPV): 99.1696% Miss Rate (FNR): 64.3414% False Positive Rate (FPR): 0.1293% False Discovery Rate (FDR): 21.8063% False Omission Rate (FOR): 0.8304% Accuracy: 99.0468% Misclassification Rate: 0.9532% Prevalence: 1.2831% F1 Score (F Ratio): 0.4898 Matthews (MCC): 0.5243 False Alarm Rate: 0.6257 per 24 hours LABEL: BCKG Targets: 279441 Hits: 122034 Misses: 157407 False Alarms: 49 Insertions: 49 <** Deletions: 73995 <** True Positives (TP): 122034 True Negatives (TN): 9620 False Positives (FP): 49 False Negatives (FN): 157407 Sensitivity (TPR, Recall): 43.6708% Specificity (TNR): 99.4932% Precision (PPV): 99.9599% Negative Pred. Value (NPV): 5.7595% Miss Rate (FNR): 56.3292% False Positive Rate (FPR): 0.5068% False Discovery Rate (FDR): 0.0401% False Omission Rate (FOR): 94.2405% Accuracy: 45.5377% Misclassification Rate: 54.4623% Prevalence: 96.6556% F1 Score (F Ratio): 0.6079 Matthews (MCC): 0.1571 False Alarm Rate: 0.1144 per 24 hours SUMMARY: Total: 290146 Hits: 129167 Misses: 160979 False Alarms: 4244 Insertions: 4244 <** Deletions: 75028 <** True Positives(TP): 129167 False Positives (FP): 4244 Sensitivity (TPR, Recall): 44.5179% Miss Rate (FNR): 55.4821% Accuracy: 84.5429% Misclassification Rate: 15.4571% Prevalence: 27.1441% F1 Score: 0.6002 Matthews (MCC): 0.5917 Total Duration: 37004194.0000 secs Total False Alarms: 4244.0000 events Total False Alarm Rate: 9.9092 per 24 hours ============================================================================== NEDC EEG Eval Successfully Completed on Sun May 28 01:20:18 2023 ==============================================================================