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. 2018 Jun 13;45(7):3449–3459. doi: 10.1002/mp.12967

Table 2.

Classifier characteristics

Classifier caret 3 label R package Requires dummy coding Tuned hyperparameters
Elastic net logistic regression glmnet glmnet 24 Yes α, λ
Random forest rf randomForest 25 No mtry
Single‐hidden‐layer neural network nnet nnet 26 No size, decay
Support vector machine with radial basis function (RBF) kernel svmRadial kernlab 27 Yes σ, C
LogitBoost LogitBoost caTools 28 Yes nlter
Decision tree rpart rpart 29 No cp