============================================================================== NEDC Eval EEG (v5.0.0) File: output_train/summary.txt Date: Mon May 8 21:06:00 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: 5723.00 ( 97.48%) 63.00 ( 1.07%) 38.00 ( 0.65%) 0.00 ( 0.00%) 47.00 ( 0.80%) c2: 82.00 ( 1.42%) 5632.00 ( 97.30%) 42.00 ( 0.73%) 0.00 ( 0.00%) 32.00 ( 0.55%) c3: 82.00 ( 1.81%) 67.00 ( 1.48%) 4345.00 ( 96.02%) 0.00 ( 0.00%) 31.00 ( 0.69%) c4: 72.00 ( 31.72%) 58.00 ( 25.55%) 44.00 ( 19.38%) 0.00 ( 0.00%) 53.00 ( 23.35%) bckg: 3900.00 ( 4.58%) 5031.00 ( 5.90%) 3335.00 ( 3.91%) 0.00 ( 0.00%) 72961.00 ( 85.61%) PER LABEL RESULTS: LABEL: C1 Targets: 13536 Hits: 5723 Misses: 7813 False Alarms: 292 Insertions: 292 <** Deletions: 7665 <** True Positives (TP): 5723 True Negatives (TN): 91631 False Positives (FP): 292 False Negatives (FN): 7813 Sensitivity (TPR, Recall): 42.2798% Specificity (TNR): 99.6823% Precision (PPV): 95.1455% Negative Pred. Value (NPV): 92.1433% Miss Rate (FNR): 57.7202% False Positive Rate (FPR): 0.3177% False Discovery Rate (FDR): 4.8545% False Omission Rate (FOR): 7.8567% Accuracy: 92.3145% Misclassification Rate: 7.6855% Prevalence: 12.8353% F1 Score (F Ratio): 0.5854 Matthews (MCC): 0.6052 False Alarm Rate: 0.1317 per 24 hours LABEL: C2 Targets: 14094 Hits: 5632 Misses: 8462 False Alarms: 556 Insertions: 556 <** Deletions: 8306 <** True Positives (TP): 5632 True Negatives (TN): 90631 False Positives (FP): 556 False Negatives (FN): 8462 Sensitivity (TPR, Recall): 39.9603% Specificity (TNR): 99.3903% Precision (PPV): 91.0149% Negative Pred. Value (NPV): 91.4605% Miss Rate (FNR): 60.0397% False Positive Rate (FPR): 0.6097% False Discovery Rate (FDR): 8.9851% False Omission Rate (FOR): 8.5395% Accuracy: 91.4344% Misclassification Rate: 8.5656% Prevalence: 13.3870% F1 Score (F Ratio): 0.5554 Matthews (MCC): 0.5697 False Alarm Rate: 0.2508 per 24 hours LABEL: C3 Targets: 13983 Hits: 4345 Misses: 9638 False Alarms: 488 Insertions: 488 <** Deletions: 9458 <** True Positives (TP): 4345 True Negatives (TN): 93654 False Positives (FP): 488 False Negatives (FN): 9638 Sensitivity (TPR, Recall): 31.0734% Specificity (TNR): 99.4816% Precision (PPV): 89.9028% Negative Pred. Value (NPV): 90.6692% Miss Rate (FNR): 68.9266% False Positive Rate (FPR): 0.5184% False Discovery Rate (FDR): 10.0972% False Omission Rate (FOR): 9.3308% Accuracy: 90.6349% Misclassification Rate: 9.3651% Prevalence: 12.9323% F1 Score (F Ratio): 0.4618 Matthews (MCC): 0.4962 False Alarm Rate: 0.2201 per 24 hours LABEL: C4 Targets: 13895 Hits: 0 Misses: 13895 False Alarms: 0 Insertions: 0 <** Deletions: 13668 <** True Positives (TP): 0 True Negatives (TN): 101411 False Positives (FP): 0 False Negatives (FN): 13895 Sensitivity (TPR, Recall): 0.0000% Specificity (TNR): 100.0000% Precision (PPV): 0.0000% Negative Pred. Value (NPV): 87.9495% Miss Rate (FNR): 100.0000% False Positive Rate (FPR): 0.0000% False Discovery Rate (FDR): 100.0000% False Omission Rate (FOR): 12.0505% Accuracy: 87.9495% Misclassification Rate: 12.0505% Prevalence: 12.0505% F1 Score (F Ratio): 0.0000 Matthews (MCC): 0.0000 False Alarm Rate: 0.0000 per 24 hours LABEL: BCKG Targets: 1447226 Hits: 72961 Misses: 1374265 False Alarms: 3137 Insertions: 3137 <** Deletions: 1361999 <** True Positives (TP): 72961 True Negatives (TN): 16248 False Positives (FP): 3137 False Negatives (FN): 1374265 Sensitivity (TPR, Recall): 5.0414% Specificity (TNR): 83.8174% Precision (PPV): 95.8777% Negative Pred. Value (NPV): 1.1685% Miss Rate (FNR): 94.9586% False Positive Rate (FPR): 16.1826% False Discovery Rate (FDR): 4.1223% False Omission Rate (FOR): 98.8315% Accuracy: 6.0827% Misclassification Rate: 93.9173% Prevalence: 98.6782% F1 Score (F Ratio): 0.0958 Matthews (MCC): -0.0574 False Alarm Rate: 1.4149 per 24 hours SUMMARY: Total: 1502734 Hits: 88661 Misses: 1414073 False Alarms: 4473 Insertions: 4473 <** Deletions: 1401096 <** True Positives(TP): 88661 False Positives (FP): 4473 Sensitivity (TPR, Recall): 5.9000% Miss Rate (FNR): 94.1000% Accuracy: 25.3704% Misclassification Rate: 74.6296% Prevalence: 79.0587% F1 Score: 0.1113 Matthews (MCC): 0.0900 Total Duration: 191564658.0000 secs Total False Alarms: 4473.0000 events Total False Alarm Rate: 2.0174 per 24 hours ============================================================================== NEDC EEG Eval Successfully Completed on Mon May 8 21:06:18 2023 ==============================================================================