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Table 4 Model tuning. Best hyper-parameters

From: A machine learning approach for predicting methionine oxidation sites

Feature set RF SVM NN
  mtry Number of trees Sigma C Size Decay
Primary 7 1000 0.01124415 8 15 0.003162278
Tertiary 4 1000 0.04226239 8 3 0.0001995262
Whole 8 1000 0.007670497 4 1 0.001584893
mRMR 7 1000 0.01050984 4 19 0.001584893