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Table 3 Prediction error of support vector machine models with different width of radial kernel. The baseline width is the inverse of the dimension of the data (in this case Baseline will be 0.25)

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

Width of radial IL17 RORgt IFNγ Tbet FOXP3 Sum of prediction error
Baseline 0.181 0.179 0.146 0.122 0.0355 0.665
1 0.189 0.192 0.149 0.126 0.0349 0.691
0.1 0.193 0.192 0.160 0.130 0.0360 0.711
0.01 0.257 0.263 0.216 0.148 0.0366 0.920
0.001 0.343 0.351 0.259 0.174 0.0368 1.163