==============================================================================
NEDC Eval EEG (v5.0.0)

 File: /data/isip/tools/linux_x64/nfc/util/python/nedc_eval_eeg/v5.0.0/test/03/output/summary.txt
 Date: Sat May 14 20:24:38 2022

 Data:
  Ref: ref.list
  Hyp: hyp.list

==============================================================================
NEDC DP ALIGNMENT SCORING SUMMARY (V4.0.0):

            NEDC DPAlign Confusion Matrix           
  Ref/Hyp:         seiz                  bckg         
     seiz:        9.00 (100.00%)        0.00 (  0.00%)
     bckg:        0.00 (  0.00%)       15.00 (100.00%)

PER LABEL RESULTS:

 LABEL: SEIZ

                          Targets:           12
                             Hits:            9
                           Misses:            3
                     False Alarms:            0
                       Insertions:            0   <**
                        Deletions:            3   <**

              True Positives (TP):            9
              True Negatives (TN):           15
             False Positives (FP):            0
             False Negatives (FN):            3

        Sensitivity (TPR, Recall):      75.0000%
                Specificity (TNR):     100.0000%
                  Precision (PPV):     100.0000%
       Negative Pred. Value (NPV):      83.3333%
                  Miss Rate (FNR):      25.0000%
        False Positive Rate (FPR):       0.0000%
       False Discovery Rate (FDR):       0.0000%
        False Omission Rate (FOR):      16.6667%
                         Accuracy:      88.8889%
           Misclassification Rate:      11.1111%
                       Prevalence:      44.4444%
               F1 Score (F Ratio):       0.8571
                   Matthews (MCC):       0.7906
                 False Alarm Rate:       0.0000 per 24 hours

 LABEL: BCKG

                          Targets:           18
                             Hits:           15
                           Misses:            3
                     False Alarms:            0
                       Insertions:            0   <**
                        Deletions:            3   <**

              True Positives (TP):           15
              True Negatives (TN):            9
             False Positives (FP):            0
             False Negatives (FN):            3

        Sensitivity (TPR, Recall):      83.3333%
                Specificity (TNR):     100.0000%
                  Precision (PPV):     100.0000%
       Negative Pred. Value (NPV):      75.0000%
                  Miss Rate (FNR):      16.6667%
        False Positive Rate (FPR):       0.0000%
       False Discovery Rate (FDR):       0.0000%
        False Omission Rate (FOR):      25.0000%
                         Accuracy:      88.8889%
           Misclassification Rate:      11.1111%
                       Prevalence:      66.6667%
               F1 Score (F Ratio):       0.9091
                   Matthews (MCC):       0.7906
                 False Alarm Rate:       0.0000 per 24 hours

SUMMARY:

                            Total:           30
                             Hits:           24
                           Misses:            6
                     False Alarms:            0
                       Insertions:            0   <**
                        Deletions:            6   <**

               True Positives(TP):           24
             False Positives (FP):            0

        Sensitivity (TPR, Recall):      80.0000%
                  Miss Rate (FNR):      20.0000%
                         Accuracy:      88.8889%
           Misclassification Rate:      11.1111%
                       Prevalence:      55.5556%
                         F1 Score:       0.8727
                   Matthews (MCC):       0.8000

                   Total Duration:      60.0000 secs
               Total False Alarms:       0.0000 events
           Total False Alarm Rate:       0.0000 per 24 hours

==============================================================================
NEDC EPOCH SCORING SUMMARY (V4.0.0):

             NEDC Epoch Confusion Matrix            
  Ref/Hyp:         seiz                  bckg         
     seiz:       32.00 ( 66.67%)       16.00 ( 33.33%)
     bckg:        4.00 (  2.08%)      188.00 ( 97.92%)

PER LABEL RESULTS:

 LABEL: SEIZ

                          Targets:           48
                             Hits:           32
                           Misses:           16
                     False Alarms:            4
                       Insertions:            4
                        Deletions:           16

              True Positives (TP):           32
              True Negatives (TN):          188
             False Positives (FP):            4
             False Negatives (FN):           16

        Sensitivity (TPR, Recall):      66.6667%
                Specificity (TNR):      97.9167%
                  Precision (PPV):      88.8889%
       Negative Pred. Value (NPV):      92.1569%
                  Miss Rate (FNR):      33.3333%
        False Positive Rate (FPR):       2.0833%
       False Discovery Rate (FDR):      11.1111%
        False Omission Rate (FOR):       7.8431%
                         Accuracy:      91.6667%
           Misclassification Rate:       8.3333%
                       Prevalence:      20.0000%
               F1 Score (F Ratio):       0.7619
                   Matthews (MCC):       0.7235
                 False Alarm Rate:    1440.0000 per 24 hours

 LABEL: BCKG

                          Targets:          192
                             Hits:          188
                           Misses:            4
                     False Alarms:            0
                       Insertions:            0
                        Deletions:            0

              True Positives (TP):          188
              True Negatives (TN):           32
             False Positives (FP):           16
             False Negatives (FN):            4

        Sensitivity (TPR, Recall):      97.9167%
                Specificity (TNR):      66.6667%
                  Precision (PPV):      92.1569%
       Negative Pred. Value (NPV):      88.8889%
                  Miss Rate (FNR):       2.0833%
        False Positive Rate (FPR):      33.3333%
       False Discovery Rate (FDR):       7.8431%
        False Omission Rate (FOR):      11.1111%
                         Accuracy:      91.6667%
           Misclassification Rate:       8.3333%
                       Prevalence:      80.0000%
               F1 Score (F Ratio):       0.9495
                   Matthews (MCC):       0.7235
                 False Alarm Rate:    5760.0000 per 24 hours

SUMMARY:

                            Total:          240
                             Hits:          220
                           Misses:           20
                     False Alarms:            4
                       Insertions:            4
                        Deletions:           16

               True Positives(TP):          220
             False Positives (FP):           20

        Sensitivity (TPR, Recall):      91.6667%
                  Miss Rate (FNR):       8.3333%
                         Accuracy:      91.6667%
           Misclassification Rate:       8.3333%
                       Prevalence:      50.0000%
                         F1 Score:       0.8842
                   Matthews (MCC):       0.8333

                   Total Duration:      60.0000 secs
               Total False Alarms:      20.0000 events
           Total False Alarm Rate:    7200.0000 per 24 hours

==============================================================================
NEDC OVERLAP SCORING SUMMARY (V4.0.0):

PER LABEL RESULTS:

 LABEL: SEIZ

                          Targets:           12   <**
                             Hits:            8   <**
                           Misses:            4   <**
                     False Alarms:            1   <**
                       Insertions:            1
                        Deletions:            4

              True Positives (TP):            8
              True Negatives (TN):           18
             False Positives (FP):            1
             False Negatives (FN):            4

        Sensitivity (TPR, Recall):      66.6667%
                Specificity (TNR):      94.7368%
                  Precision (PPV):      88.8889%
       Negative Pred. Value (NPV):      81.8182%
                  Miss Rate (FNR):      33.3333%
        False Positive Rate (FPR):       5.2632%
       False Discovery Rate (FDR):      11.1111%
        False Omission Rate (FOR):      18.1818%
                         Accuracy:      83.8710%
           Misclassification Rate:      16.1290%
                       Prevalence:      38.7097%
               F1 Score (F Ratio):       0.7619
                   Matthews (MCC):       0.6589
                 False Alarm Rate:    1440.0000 per 24 hours

 LABEL: BCKG

                          Targets:           18   <**
                             Hits:           18   <**
                           Misses:            0   <**
                     False Alarms:            0   <**
                       Insertions:            0
                        Deletions:            0

              True Positives (TP):           18
              True Negatives (TN):            8
             False Positives (FP):            0
             False Negatives (FN):            0

        Sensitivity (TPR, Recall):     100.0000%
                Specificity (TNR):     100.0000%
                  Precision (PPV):     100.0000%
       Negative Pred. Value (NPV):     100.0000%
                  Miss Rate (FNR):       0.0000%
        False Positive Rate (FPR):       0.0000%
       False Discovery Rate (FDR):       0.0000%
        False Omission Rate (FOR):       0.0000%
                         Accuracy:     100.0000%
           Misclassification Rate:       0.0000%
                       Prevalence:      69.2308%
               F1 Score (F Ratio):       1.0000
                   Matthews (MCC):       1.0000
                 False Alarm Rate:       0.0000 per 24 hours

SUMMARY:

                            Total:           30   <**
                             Hits:           26   <**
                           Misses:            4   <**
                     False Alarms:            1   <**
                       Insertions:            1
                        Deletions:            4

               True Positives(TP):           26
             False Positives (FP):            1

        Sensitivity (TPR, Recall):      86.6667%
                  Miss Rate (FNR):      13.3333%
                         Accuracy:      91.2281%
           Misclassification Rate:       8.7719%
                       Prevalence:      52.6316%
                         F1 Score:       0.8346
                   Matthews (MCC):       0.8296

                   Total Duration:      60.0000 secs
               Total False Alarms:       1.0000 events
           Total False Alarm Rate:    1440.0000 per 24 hours

==============================================================================
NEDC TAES SCORING SUMMARY (V4.0.0):

PER LABEL RESULTS:

 LABEL: SEIZ

                          Targets:        12.00   <**
                             Hits:         8.00   <**
                           Misses:         4.00   <**
                     False Alarms:         1.00   <**
                       Insertions:         1.00
                        Deletions:         4.00

              True Positives (TP):         8.00
              True Negatives (TN):        13.75
             False Positives (FP):         1.00
             False Negatives (FN):         4.00

        Sensitivity (TPR, Recall):      66.6667%
                Specificity (TNR):      93.2203%
                  Precision (PPV):      88.8889%
       Negative Pred. Value (NPV):      77.4648%
                  Miss Rate (FNR):      33.3333%
        False Positive Rate (FPR):       6.7797%
       False Discovery Rate (FDR):      11.1111%
        False Omission Rate (FOR):      22.5352%
                         Accuracy:      81.3084%
           Misclassification Rate:      18.6916%
                       Prevalence:      44.8598%
               F1 Score (F Ratio):       0.7619
                   Matthews (MCC):       0.6304
                 False Alarm Rate:    1440.0000 per 24 hours

 LABEL: BCKG

                          Targets:        18.00   <**
                             Hits:        13.75   <**
                           Misses:         4.25   <**
                     False Alarms:         2.17   <**
                       Insertions:         2.17
                        Deletions:         4.25

              True Positives (TP):        13.75
              True Negatives (TN):         8.00
             False Positives (FP):         2.17
             False Negatives (FN):         4.25

        Sensitivity (TPR, Recall):      76.3889%
                Specificity (TNR):      78.6885%
                  Precision (PPV):      86.3874%
       Negative Pred. Value (NPV):      65.3061%
                  Miss Rate (FNR):      23.6111%
        False Positive Rate (FPR):      21.3115%
       False Discovery Rate (FDR):      13.6126%
        False Omission Rate (FOR):      34.6939%
                         Accuracy:      77.2189%
           Misclassification Rate:      22.7811%
                       Prevalence:      63.9053%
               F1 Score (F Ratio):       0.8108
                   Matthews (MCC):       0.5336
                 False Alarm Rate:    3120.0000 per 24 hours

SUMMARY:

                            Total:        30.00   <**
                             Hits:        21.75   <**
                           Misses:         8.25   <**
                     False Alarms:         3.17   <**
                       Insertions:         3.17
                        Deletions:         8.25

               True Positives(TP):        21.75
             False Positives (FP):         3.17

        Sensitivity (TPR, Recall):      72.5000%
                  Miss Rate (FNR):      27.5000%
                         Accuracy:      79.2109%
           Misclassification Rate:      20.7891%
                       Prevalence:      54.6282%
                         F1 Score:       0.7776
                   Matthews (MCC):       0.5979

                   Total Duration:      60.0000 secs
               Total False Alarms:       3.1667 events
           Total False Alarm Rate:    4560.0000 per 24 hours

==============================================================================
NEDC INTER-RATER AGREEMENT SUMMARY (V4.0.0):

              NEDC IRA Confusion Matrix             
  Ref/Hyp:         seiz                  bckg         
     seiz:       32.00 ( 66.67%)       16.00 ( 33.33%)
     bckg:        4.00 (  2.08%)      188.00 ( 97.92%)

PER LABEL RESULTS:
 Label: seiz   Kappa:       0.7126
 Label: bckg   Kappa:       0.7126

SUMMARY:
   Multi-Class Kappa:       0.7126

==============================================================================
NEDC EEG Eval Successfully Completed on Sat May 14 20:24:38 2022
==============================================================================
