Predict scores or classification from, e.g., textTrain. — textPredict • text

Predict scores or classification from, e.g., textTrain.

textPredict(
  model_info,
  word_embeddings,
  x_append = NULL,
  type = NULL,
  dim_names = TRUE,
  ...
)

Arguments

model_info: Model info (e.g., saved output from textTrain, textTrainRegression or textRandomForest).
word_embeddings: Word embeddings
x_append: Variables to be appended after the word embeddings (x).
type: Type of prediction; e.g., "prob", "class".
dim_names: Account for specific dimension names from textEmbed (rather than generic names including Dim1, Dim2 etc.).
...: Setting from stats::predict can be called.

Value

Predicted scores from word embeddings.

See also

see textTrain textTrainLists textTrainRandomForest textSimilarityTest

Examples

word_embeddings <- word_embeddings_4
ratings_data <- Language_based_assessment_data_8