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Table 2 Prediction errors of the neural network models with different sizes of hidden layer

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

Number of hidden neurons IL17 RORgt IFNγ Tbet FOXP3 Sum of prediction error
1 0.0551 0.0408 0.0831 0.114 0.0233 0.316
2 0.0559 0.0415 0.049 0.114 0.0369 0.297
4 0.0562 0.0411 0.0527 0.109 0.0362 0.295
5 0.0562 0.0415 0.0367 0.0396 0.0368 0.211
6 0.0562 0.0423 0.0482 0.0436 0.0357 0.226
7 0.0561 0.0419 0.0407 0.0142 0.0368 0.190
8 0.0561 0.0421 0.0426 0.0234 0.0368 0.201
10 0.0561 0.0415 0.0503 0.0453 0.0362 0.230
11 0.0561 0.0424 0.0423 0.0148 0.0360 0.192