Resubstitution classification edge
returns the weighted resubstitution Classification Edge (e
= resubEdge(Mdl
)e
)
for the trained classification model Mdl
using the predictor data
stored in Mdl.X
, the corresponding true class labels stored in
Mdl.Y
, and the observation weights stored in
Mdl.W
.
specifies whether to include interaction terms in computations. This syntax applies only to
generalized additive models.e
= resubEdge(Mdl
,'IncludeInteractions',includeInteractions
)
resubEdge
computes the classification edge according to the
corresponding edge
function of the object (Mdl
). For
a model-specific description, see the edge
function reference pages in
the following table.
Model | Classification Model Object (Mdl ) | edge Object Function |
---|---|---|
Generalized additive model | ClassificationGAM | edge |
k-nearest neighbor model | ClassificationKNN | edge |
Naive Bayes model | ClassificationNaiveBayes | edge |
Neural network model | ClassificationNeuralNetwork | edge |
Support vector machine for one-class and binary classification | ClassificationSVM | edge |