============================================================================== NEDC Eval EEG (v4.0.0) File: output/summary.txt Date: Tue Feb 2 17:16:27 2021 Data: Ref: ref.list Hyp: hyp.list ============================================================================== NEDC DP ALIGNMENT SCORING SUMMARY (V4.0.0): NEDC DPAlign Confusion Matrix Ref/Hyp: seiz bckg seiz: 186.00 (100.00%) 0.00 ( 0.00%) bckg: 0.00 ( 0.00%) 1194.00 (100.00%) PER LABEL RESULTS: LABEL: SEIZ Targets: 679 Hits: 186 Misses: 493 False Alarms: 134 Insertions: 134 <** Deletions: 493 <** True Positives (TP): 186 True Negatives (TN): 1194 False Positives (FP): 134 False Negatives (FN): 493 Sensitivity (TPR, Recall): 27.3932% Specificity (TNR): 89.9096% Precision (PPV): 58.1250% Negative Pred. Value (NPV): 70.7765% Miss Rate (FNR): 72.6068% False Positive Rate (FPR): 10.0904% False Discovery Rate (FDR): 41.8750% False Omission Rate (FOR): 29.2235% Accuracy: 68.7593% Misclassification Rate: 31.2407% Prevalence: 33.8316% F1 Score (F Ratio): 0.3724 Matthews (MCC): 0.2236 False Alarm Rate: 18.7612 per 24 hours LABEL: BCKG Targets: 1694 Hits: 1194 Misses: 500 False Alarms: 121 Insertions: 121 <** Deletions: 500 <** True Positives (TP): 1194 True Negatives (TN): 186 False Positives (FP): 121 False Negatives (FN): 500 Sensitivity (TPR, Recall): 70.4841% Specificity (TNR): 60.5863% Precision (PPV): 90.7985% Negative Pred. Value (NPV): 27.1137% Miss Rate (FNR): 29.5159% False Positive Rate (FPR): 39.4137% False Discovery Rate (FDR): 9.2015% False Omission Rate (FOR): 72.8863% Accuracy: 68.9655% Misclassification Rate: 31.0345% Prevalence: 84.6577% F1 Score (F Ratio): 0.7936 Matthews (MCC): 0.2359 False Alarm Rate: 16.9411 per 24 hours SUMMARY: Total: 2373 Hits: 1380 Misses: 993 False Alarms: 255 Insertions: 255 <** Deletions: 993 <** True Positives(TP): 1380 False Positives (FP): 255 Sensitivity (TPR, Recall): 58.1542% Miss Rate (FNR): 41.8458% Accuracy: 68.8623% Misclassification Rate: 31.1377% Prevalence: 59.2066% F1 Score: 0.6087 Matthews (MCC): 0.4256 Total Duration: 617102.0000 secs Total False Alarms: 255.0000 events Total False Alarm Rate: 35.7024 per 24 hours ============================================================================== NEDC Epoch Scoring Summary (v4.0.0): NEDC Epoch Confusion Matrix Ref/Hyp: seiz bckg seiz: 87357.00 ( 37.44%) 145952.00 ( 62.56%) bckg: 115987.00 ( 5.19%) 2119112.00 ( 94.81%) PER LABEL RESULTS: LABEL: SEIZ Targets: 233309 Hits: 87357 Misses: 145952 False Alarms: 115987 Insertions: 115987 Deletions: 145952 True Positives (TP): 87357 True Negatives (TN): 2119112 False Positives (FP): 115987 False Negatives (FN): 145952 Sensitivity (TPR, Recall): 37.4426% Specificity (TNR): 94.8107% Precision (PPV): 42.9602% Negative Pred. Value (NPV): 93.5564% Miss Rate (FNR): 62.5574% False Positive Rate (FPR): 5.1893% False Discovery Rate (FDR): 57.0398% False Omission Rate (FOR): 6.4436% Accuracy: 89.3883% Misclassification Rate: 10.6117% Prevalence: 9.4518% F1 Score (F Ratio): 0.4001 Matthews (MCC): 0.3432 False Alarm Rate: 4059.8138 per 24 hours LABEL: BCKG Targets: 2235099 Hits: 2119112 Misses: 115987 False Alarms: 0 Insertions: 0 Deletions: 0 True Positives (TP): 2119112 True Negatives (TN): 87357 False Positives (FP): 145952 False Negatives (FN): 115987 Sensitivity (TPR, Recall): 94.8107% Specificity (TNR): 37.4426% Precision (PPV): 93.5564% Negative Pred. Value (NPV): 42.9602% Miss Rate (FNR): 5.1893% False Positive Rate (FPR): 62.5574% False Discovery Rate (FDR): 6.4436% False Omission Rate (FOR): 57.0398% Accuracy: 89.3883% Misclassification Rate: 10.6117% Prevalence: 90.5482% F1 Score (F Ratio): 0.9418 Matthews (MCC): 0.3432 False Alarm Rate: 5108.6582 per 24 hours SUMMARY: Total: 2468408 Hits: 2206469 Misses: 261939 False Alarms: 115987 Insertions: 115987 Deletions: 145952 True Positives(TP): 2206469 False Positives (FP): 261939 Sensitivity (TPR, Recall): 89.3883% Miss Rate (FNR): 10.6117% Accuracy: 89.3883% Misclassification Rate: 10.6117% Prevalence: 50.0000% F1 Score: 0.8484 Matthews (MCC): 0.7878 Total Duration: 617102.0000 secs Total False Alarms: 261939.0000 events Total False Alarm Rate: 9168.4720 per 24 hours ============================================================================== NEDC Overlap Scoring Summary (v4.0.0): PER LABEL RESULTS: LABEL: SEIZ Targets: 679 <** Hits: 213 <** Misses: 466 <** False Alarms: 112 <** Insertions: 112 Deletions: 466 True Positives (TP): 213 True Negatives (TN): 1643 False Positives (FP): 112 False Negatives (FN): 466 Sensitivity (TPR, Recall): 31.3697% Specificity (TNR): 93.6182% Precision (PPV): 65.5385% Negative Pred. Value (NPV): 77.9042% Miss Rate (FNR): 68.6303% False Positive Rate (FPR): 6.3818% False Discovery Rate (FDR): 34.4615% False Omission Rate (FOR): 22.0958% Accuracy: 76.2531% Misclassification Rate: 23.7469% Prevalence: 27.8965% F1 Score (F Ratio): 0.4243 Matthews (MCC): 0.3295 False Alarm Rate: 15.6810 per 24 hours LABEL: BCKG Targets: 1694 <** Hits: 1643 <** Misses: 51 <** False Alarms: 35 <** Insertions: 35 Deletions: 51 True Positives (TP): 1643 True Negatives (TN): 213 False Positives (FP): 35 False Negatives (FN): 51 Sensitivity (TPR, Recall): 96.9894% Specificity (TNR): 85.8871% Precision (PPV): 97.9142% Negative Pred. Value (NPV): 80.6818% Miss Rate (FNR): 3.0106% False Positive Rate (FPR): 14.1129% False Discovery Rate (FDR): 2.0858% False Omission Rate (FOR): 19.3182% Accuracy: 95.5716% Misclassification Rate: 4.4284% Prevalence: 87.2297% F1 Score (F Ratio): 0.9745 Matthews (MCC): 0.8071 False Alarm Rate: 4.9003 per 24 hours SUMMARY: Total: 2373 <** Hits: 1856 <** Misses: 517 <** False Alarms: 147 <** Insertions: 147 Deletions: 517 True Positives(TP): 1856 False Positives (FP): 147 Sensitivity (TPR, Recall): 78.2132% Miss Rate (FNR): 21.7868% Accuracy: 84.8263% Misclassification Rate: 15.1737% Prevalence: 54.2276% F1 Score: 0.7437 Matthews (MCC): 0.7087 Total Duration: 617102.0000 secs Total False Alarms: 147.0000 events Total False Alarm Rate: 20.5814 per 24 hours ============================================================================== NEDC TAES Scoring Summary (v4.0.0): PER LABEL RESULTS: LABEL: SEIZ Targets: 679.00 <** Hits: 155.06 <** Misses: 523.94 <** False Alarms: 178.87 <** Insertions: 178.87 Deletions: 523.94 True Positives (TP): 155.06 True Negatives (TN): 1111.36 False Positives (FP): 178.87 False Negatives (FN): 523.94 Sensitivity (TPR, Recall): 22.8368% Specificity (TNR): 86.1364% Precision (PPV): 46.4349% Negative Pred. Value (NPV): 67.9606% Miss Rate (FNR): 77.1632% False Positive Rate (FPR): 13.8636% False Discovery Rate (FDR): 53.5651% False Omission Rate (FOR): 32.0394% Accuracy: 64.3104% Misclassification Rate: 35.6896% Prevalence: 34.4805% F1 Score (F Ratio): 0.3062 Matthews (MCC): 0.1137 False Alarm Rate: 25.0437 per 24 hours LABEL: BCKG Targets: 1694.00 <** Hits: 1111.36 <** Misses: 582.64 <** False Alarms: 275.98 <** Insertions: 275.98 Deletions: 582.64 True Positives (TP): 1111.36 True Negatives (TN): 155.06 False Positives (FP): 275.98 False Negatives (FN): 582.64 Sensitivity (TPR, Recall): 65.6055% Specificity (TNR): 35.9736% Precision (PPV): 80.1071% Negative Pred. Value (NPV): 21.0195% Miss Rate (FNR): 34.3945% False Positive Rate (FPR): 64.0264% False Discovery Rate (FDR): 19.8929% False Omission Rate (FOR): 78.9805% Accuracy: 59.5949% Misclassification Rate: 40.4051% Prevalence: 79.7160% F1 Score (F Ratio): 0.7213 Matthews (MCC): 0.0133 False Alarm Rate: 38.6400 per 24 hours SUMMARY: Total: 2373.00 <** Hits: 1266.42 <** Misses: 1106.58 <** False Alarms: 454.85 <** Insertions: 454.85 Deletions: 1106.58 True Positives(TP): 1266.42 False Positives (FP): 454.85 Sensitivity (TPR, Recall): 53.3678% Miss Rate (FNR): 46.6322% Accuracy: 61.8629% Misclassification Rate: 38.1371% Prevalence: 57.9590% F1 Score: 0.5389 Matthews (MCC): 0.2694 Total Duration: 617102.0000 secs Total False Alarms: 454.8536 events Total False Alarm Rate: 63.6837 per 24 hours ============================================================================== NEDC Inter-Rater Agreement Summary (v4.0.0): NEDC IRA Confusion Matrix Ref/Hyp: seiz bckg seiz: 87357.00 ( 37.44%) 145952.00 ( 62.56%) bckg: 115987.00 ( 5.19%) 2119112.00 ( 94.81%) PER LABEL RESULTS: Label: seiz Kappa: 0.3422 Label: bckg Kappa: 0.3422 SUMMARY: Multi-Class Kappa: 0.3422 ============================================================================== NEDC EEG Eval Successfully Completed on Tue Feb 2 17:16:35 2021 ==============================================================================