Comparative Analysis and Classification of Cassette Exons and Constitutive Exons

Table 4

Parameter optimization details in different classifiers.

Classifier	Parameters	Step size in search	Search range	Optimal value
KNN		1	1 : 20	7
SVM		1	1 : 500	25
		0.000001	10^−6 : 1	0.000012
Random forest	ntree	50	50 : 2000	1000
	mtry	1	1 : 91	91
CForest	ntree	50	50 : 2000	1050
	mtry	1	1 : 91	10
XGBoost	eta	0.1	0.1 : 1	0.5
	max_depth	1	1 : 10	4