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Table 4 Comparison of prediction error 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 0.0561 0.0419 0.0407 0.0142 0.0368 0.190
Linear Regression 0.256 0.258 0.213 0.141 0.0362 0.904
Support Vector Machine 0.181 0.179 0.146 0.122 0.0355 0.665
Random Forest 0.0261 0.032 0.0326 0.0920 0.0296 0.211