quanteda.textmodels (version 0.9.9)

predict.textmodel_svm: Prediction from a fitted textmodel_svm object

Description

predict.textmodel_svm() implements class predictions from a fitted linear SVM model.

Usage

# S3 method for textmodel_svm
predict(
  object,
  newdata = NULL,
  type = c("class", "probability"),
  force = TRUE,
  ...
)

Value

predict.textmodel_svm returns either a vector of class predictions for each row of newdata (when type = "class"), or a document-by-class matrix of class probabilities (when type = "probability").

Arguments

object

a fitted linear SVM textmodel

newdata

dfm on which prediction should be made

type

the type of predicted values to be returned; see Value

force

make newdata's feature set conformant to the model terms

...

not used

See Also

textmodel_svm()