From: Detecting alpha spindle events in EEG time series using adaptive autoregressive models
Full data | Training data | Testing data | |
---|---|---|---|
Sensitivity/Recall | .915 | .895 | .863 |
Specificity | .966 | .966 | .984 |
Precision | .536 | .612 | .581 |
Hit Rate | 97.87% (138/141) | 100% (96/96) | 93.33% (42/45) |
Spindle Temporal Error | ~96 ms | ~120 ms | ~150 ms |
Agreement | 146.430 s | 98.617 s | 43.055 s |
Null Agreement | 3591.156 s | 1762.414 s | 1861.141 s |
False Negative | 13.586 s | 11.531 s | 6.813 s |
False Positive | 126.828 s | 62.445 s | 31.000 s |