Reproducible Text Classification Workflows

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Documentation for package ‘textclassificationtutorial’ version 0.1.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

classification_metrics	Calculate binary classification metrics
cosine_similarity	Compute cosine similarity
document_term_matrix	Construct a document-term matrix
extract_html_dir	Extract text from a directory of HTML files
extract_html_text	Extract readable text from HTML
extract_keywords	Extract top TF-IDF keywords
fit_naive_bayes	Fit a multinomial Naive Bayes text classifier
f_measure	F-measure
preprocess_text	Normalize text for document-term analysis
read_label_file	Read a one-label-per-line file
split_sentences	Split text into sentences
stratified_folds	Create stratified cross-validation folds
tf_idf	Calculate TF-IDF weights