============================================================================== NEDC Eval EEG (v5.0.0) File: output_train/summary.txt Date: Sun May 28 01:34:17 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: 4690.00 ( 86.15%) 374.00 ( 6.87%) 349.00 ( 6.41%) 5.00 ( 0.09%) 26.00 ( 0.48%) c2: 65.00 ( 0.70%) 8949.00 ( 96.12%) 279.00 ( 3.00%) 1.00 ( 0.01%) 16.00 ( 0.17%) c3: 44.00 ( 0.43%) 183.00 ( 1.78%) 10049.00 ( 97.54%) 4.00 ( 0.04%) 22.00 ( 0.21%) c4: 129.00 ( 10.48%) 436.00 ( 35.42%) 377.00 ( 30.63%) 278.00 ( 22.58%) 11.00 ( 0.89%) bckg: 6230.00 ( 2.30%) 19878.00 ( 7.35%) 26967.00 ( 9.97%) 231.00 ( 0.09%) 217155.00 ( 80.29%) PER LABEL RESULTS: LABEL: C1 Targets: 13536 Hits: 4690 Misses: 8846 False Alarms: 15 Insertions: 15 <** Deletions: 8092 <** True Positives (TP): 4690 True Negatives (TN): 284836 False Positives (FP): 15 False Negatives (FN): 8846 Sensitivity (TPR, Recall): 34.6483% Specificity (TNR): 99.9947% Precision (PPV): 99.6812% Negative Pred. Value (NPV): 96.9879% Miss Rate (FNR): 65.3517% False Positive Rate (FPR): 0.0053% False Discovery Rate (FDR): 0.3188% False Omission Rate (FOR): 3.0121% Accuracy: 97.0304% Misclassification Rate: 2.9696% Prevalence: 4.5364% F1 Score (F Ratio): 0.5142 Matthews (MCC): 0.5787 False Alarm Rate: 0.0068 per 24 hours LABEL: C2 Targets: 14094 Hits: 8949 Misses: 5145 False Alarms: 274 Insertions: 274 <** Deletions: 4784 <** True Positives (TP): 8949 True Negatives (TN): 266567 False Positives (FP): 274 False Negatives (FN): 5145 Sensitivity (TPR, Recall): 63.4951% Specificity (TNR): 99.8973% Precision (PPV): 97.0292% Negative Pred. Value (NPV): 98.1065% Miss Rate (FNR): 36.5049% False Positive Rate (FPR): 0.1027% False Discovery Rate (FDR): 2.9708% False Omission Rate (FOR): 1.8935% Accuracy: 98.0711% Misclassification Rate: 1.9289% Prevalence: 5.0168% F1 Score (F Ratio): 0.7676 Matthews (MCC): 0.7766 False Alarm Rate: 0.1236 per 24 hours LABEL: C3 Targets: 13983 Hits: 10049 Misses: 3934 False Alarms: 30 Insertions: 30 <** Deletions: 3681 <** True Positives (TP): 10049 True Negatives (TN): 258474 False Positives (FP): 30 False Negatives (FN): 3934 Sensitivity (TPR, Recall): 71.8658% Specificity (TNR): 99.9884% Precision (PPV): 99.7024% Negative Pred. Value (NPV): 98.5008% Miss Rate (FNR): 28.1342% False Positive Rate (FPR): 0.0116% False Discovery Rate (FDR): 0.2976% False Omission Rate (FOR): 1.4992% Accuracy: 98.5453% Misclassification Rate: 1.4547% Prevalence: 5.1316% F1 Score (F Ratio): 0.8353 Matthews (MCC): 0.8400 False Alarm Rate: 0.0135 per 24 hours LABEL: C4 Targets: 13895 Hits: 278 Misses: 13617 False Alarms: 1 Insertions: 1 <** Deletions: 12664 <** True Positives (TP): 278 True Negatives (TN): 295276 False Positives (FP): 1 False Negatives (FN): 13617 Sensitivity (TPR, Recall): 2.0007% Specificity (TNR): 99.9997% Precision (PPV): 99.6416% Negative Pred. Value (NPV): 95.5917% Miss Rate (FNR): 97.9993% False Positive Rate (FPR): 0.0003% False Discovery Rate (FDR): 0.3584% False Omission Rate (FOR): 4.4083% Accuracy: 95.5953% Misclassification Rate: 4.4047% Prevalence: 4.4943% F1 Score (F Ratio): 0.0392 Matthews (MCC): 0.1380 False Alarm Rate: 0.0005 per 24 hours LABEL: BCKG Targets: 1447226 Hits: 217155 Misses: 1230071 False Alarms: 212 Insertions: 212 <** Deletions: 1176765 <** True Positives (TP): 217155 True Negatives (TN): 26212 False Positives (FP): 212 False Negatives (FN): 1230071 Sensitivity (TPR, Recall): 15.0049% Specificity (TNR): 99.1977% Precision (PPV): 99.9025% Negative Pred. Value (NPV): 2.0865% Miss Rate (FNR): 84.9951% False Positive Rate (FPR): 0.8023% False Discovery Rate (FDR): 0.0975% False Omission Rate (FOR): 97.9135% Accuracy: 16.5146% Misclassification Rate: 83.4854% Prevalence: 98.2069% F1 Score (F Ratio): 0.2609 Matthews (MCC): 0.0531 False Alarm Rate: 0.0956 per 24 hours SUMMARY: Total: 1502734 Hits: 241121 Misses: 1261613 False Alarms: 532 Insertions: 532 <** Deletions: 1205986 <** True Positives(TP): 241121 False Positives (FP): 532 Sensitivity (TPR, Recall): 16.0455% Miss Rate (FNR): 83.9545% Accuracy: 52.0941% Misclassification Rate: 47.9059% Prevalence: 57.0377% F1 Score: 0.2787 Matthews (MCC): 0.2744 Total Duration: 191564658.0000 secs Total False Alarms: 532.0000 events Total False Alarm Rate: 0.2399 per 24 hours ============================================================================== NEDC EEG Eval Successfully Completed on Sun May 28 01:34:58 2023 ==============================================================================