Research Article

Learn-ing-Based On-AP TCP Performance Enhancement

Table 4

Performance of the 4-class classifiers, values in each 4-tuple are the accuracies for the 4 classes.

ItemsDecision treeRandom forest

Precision(0.680, 0.431, 0.485, 0.612)(0.680, 0.504, 0.627, 0.795)
Recall(0.677, 0.432, 0.485, 0.626)(0.829, 0.446, 0.489, 0.594)
F-score(0.679, 0.432, 0.485, 0.622)(0.747, 0.423, 0.549, 0.680)