These are objects representing different fitted models.
character string: the method used to fit the model. At the moment the following models are implemented: "LM"
(lm
),
"GLM"
(glm
),
"LMM"
(lmer
),
"CART"
(rpart
),
"DA"
(lda
and qda
),
"NN"
(nnet
) and
"SVM"
(svm
).
a data.frame whose content summarize the different models generated, ordered for selected criterion
a list of the models generated
a list of the predicts generated
a list whose content data.frames that summarize the different thresholds tested. This component is only available in LM, GLM, NN and SVM
a data.frame whose content summarize the different models generated
a list which training and testing datasets
a data.frame with different diagnostics for models generated. It is only available in LM
The following components must be included in a legitimate Optim
object.