View source: R/classifier_train.R
cv_train_final | R Documentation |
A function to train a *final* model with CV
cv_train_final( data, cls, fitControl, filter_method = c("ROC", "WILCOX"), filter_direction = c("two.sided", "greater", "less"), observation_weights = NULL, feature_weights = c("uniform", "weighted") )
data |
input matrix, of dimension nobs x nvars; each row is an
observation vector. Since this is an input to |
cls |
class labels |
fitControl |
A list of training parameters. See
|
filter_method |
... c("ROC", "WILCOX") |
filter_direction |
... c("two.sided", "greater", "less") |
observation_weights |
... |
feature_weights |
... c("uniform", "weighted") |
a trained model (final) - a list of training parameters (see above), fitted model, and selected features
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