Table 17 Overall quality of the least-PTS trees and a descriptive forest generated from BRFSS 2015
Trees | Correctness I (Accuracy) | Correctness II (Precision) | Coverage (Recall) |
|---|---|---|---|
Single C4.5 | 0.9075 | 0.5925 | 0.0586 |
RB1-tree | 0.8508 | 0.5968 | 0.0815 |
RB2-tree | 0.8393 | 0.5925 | 0.0781 |
RB3-tree | 0.8481 | 0.6026 | 0.0728 |
RB4-tree | 0.7618 | 0.5925 | 0.1292 |
RB5-tree | 0.7787 | 0.6043 | 0.1374 |
RB6-tree | 0.7859 | 0.6681 | 0.0779 |
RB7-tree | 0.6599 | 0.5925 | 0.3556 |
RB1-1-tree | 0.6978 | 0.5968 | 0.1891 |
RB1-2-tree | 0.6472 | 0.5972 | 0.3909 |
RB2-1-tree | 0.7147 | 0.5820 | 0.2028 |
RB2-2-tree | 0.6378 | 0.5925 | 0.4376 |
RB3-1-tree | 0.7133 | 0.5935 | 0.2145 |
RB3-2-tree | 0.6366 | 0.6026 | 0.4301 |
RB3-3-tree | 0.7297 | 0.5942 | 0.1908 |
RB4-1-tree | 0.5978 | 0.5925 | 0.5710 |
RB5-1-tree | 0.6170 | 0.6077 | 0.5286 |
RB6-1-tree | 0.5939 | 0.6681 | 0.3753 |
Descriptive Forest | 0.9079 | 0.5930 | 0.0707 |