predict.textmining: Model predictions

In fdm2id: Data Mining and R Programming for Beginners

Model predictions

Description

This function predicts values based upon a model trained for text mining.

Usage

## S3 method for class 'textmining'
predict(object, test, fuzzy = FALSE, ...)

Arguments

object	The classification model (of class textmining-class, created by TEXTMINING.
test	The test set (a data.frame)
fuzzy	A boolean indicating whether fuzzy classification is used or not.
...	Other parameters.

Value

A vector of predicted values (factor).

See Also

TEXTMINING, textmining-class

Examples

require (text2vec)
# A small subset of movie_review is used here so this example runs quickly.
data ("movie_review")
d = movie_review [1:300, 2:3]
d [, 1] = factor (d [, 1])
d = splitdata (d, 1)
model = TEXTMINING (d$train.x, NB, labels = d$train.y, mincount = 10)
pred = predict (model, d$test.x)
evaluation (pred, d$test.y)

fdm2id documentation built on Aug. 28, 2026, 9:07 a.m.