quanteda.textmodels (version 0.9.1)

predict.textmodel_svmlin: Prediction from a fitted textmodel_svmlin object

Description

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

Usage

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

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

Value

predict.textmodel_svmlin 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").

See Also

textmodel_svmlin