Supervised learning methods in modeling of CD4+ T cell heterogeneity

Table 7 Comparison of average prediction error on data from 10-fold cross validation for the different models

Approach	IL17	RORgt	IFNγ	Tbet	FOXP3	Sum of prediction error
Artificial Neural Network	0.00662	0.0128	0.0124	0.00755	0.0201	0.0595
Linear Regression	0.239	0.241	0.201	0.136	0.0311	0.849
Support Vector Machine	0.0914	0.0881	0.0893	0.0871	0.0277	0.384
Random Forest	0.000421	0.000647	0.00131	0.0210	0.00660	0.030

ISSN: 1756-0381