Dynamic Nonparametric Random Forest Using Covariance

Table 5

Experimental results for the MNIST dataset.

	RF algorithm	C-DRF algorithm	P. Latinne et al.’s algorithm [19]
# of Trees	100	115	90
Accuracy	94%	94.35%	94.33%
Memory usage	6542.736 MB	12854.79 MB	8773.15 MB
Learning Time	8664.952 sec	10736.8 sec	7322.52 sec
Test Time	6.91 sec	7.84 sec	6.09 sec