Skip to main content

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

From: Supervised learning methods in modeling of CD4+ T cell heterogeneity

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