h2o.tf_idf: Computes TF-IDF values for each word in given documents.

In h2o: R Interface for the 'H2O' Scalable Machine Learning Platform

Computes TF-IDF values for each word in given documents.

Description

Computes TF-IDF values for each word in given documents.

Usage

h2o.tf_idf(
  frame,
  document_id_col,
  text_col,
  preprocess = TRUE,
  case_sensitive = TRUE
)

Arguments

frame	documents or words frame for which TF-IDF values should be computed.
document_id_col	index or name of a column containing document IDs.
text_col	index or name of a column containing documents if 'preprocess = TRUE' or words if 'preprocess = FALSE'.
preprocess	whether input text data should be pre-processed. Defaults to 'TRUE'.
case_sensitive	whether input data should be treated as case sensitive. Defaults to 'TRUE'.

Value

resulting frame with TF-IDF values. Row format: documentID, word, TF, IDF, TF-IDF

h2o documentation built on Aug. 9, 2023, 9:06 a.m.