Classification Performance Analysis of Decision Tree-Based Algorithms with Noisy Class Variable

Table 4

Average execution time (seconds) for the C4.5/CART/RF algorithms on the data sets at varying noise levels.

Algorithm	0% noise	10% noise	20% noise	30% noise
C4.5	0.134	0.179	0.21	0.223
CART	0.093	0.164	0.17	0.195
RF	2.797	3.803	4.302	4.355