Dynamic Nonparametric Random Forest Using Covariance

Table 4

Experimental Results.

	RF algorithm	C-DRF algorithm	P. Latinne et al.’s algorithm [19]
# of Trees (UNSW-NB15)	100	60	70
Accuracy (UNSW-NB15)	76.314%	76.322%	76.293%
# of Trees (real estate dataset)	100	36	30
Accuracy (real estate dataset)	90.72%	90.73%	90.71%