Parameters Description Types
binarySplits Whether to use binary splits on nominal attributes when building trees Boolean
confidenceFactor The confidence factor used for pruning (smaller values incur more pruning) Numeric
minNumObj The minimum number of instances per leaf Numeric
subtreeRaising Whether to consider the subtree raising operation Boolean
Unpruned Whether pruning is performed Boolean
Table 23: Summary of the J48 classifier parameters.