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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