Table 6 Label prediction accuracies of each patient for EvoLabelPred with GroundTruth based on ICP ICP variable; PCA was applied over the TBI dataset prior to the learning of the evolutionary model
From: Predicting the post-treatment recovery of patients suffering from traumatic brain injury (TBI)
ID | PCA with K = 3 | |
|---|---|---|
With outliers | Without outliers | |
#1 | 0.00 | 0.00 |
#2 | 97.73 | 93.06 |
#3 | 47.92 | 11.69 |
#4 | 100.00 | 100.00 |
#5 | 0.00 | 0.00 |
#6 | 0.00 | 0.00 |
#7 | 0.00 | 0.00 |
#8 | 98.10 | 88.57 |
#9 | 1.79 | 0.00 |
#10 | 92.31 | 91.57 |
#11 | 100.00 | – |
#12 | 93.81 | 90.41 |
#13 | 6.93 | 5.00 |
#14 | 59.78 | 10.71 |
#15 | 96.55 | – |