textclassificationtutorial - Reproducible Text Classification Workflows
Dependency-light tools and tutorials for teaching
reproducible text classification. The package covers HTML text
extraction, sentence segmentation, text preprocessing,
document-term matrices, TF-IDF, keyword extraction, cosine
similarity, stratified cross-validation, classification
metrics, and a multinomial Naive Bayes classifier. It
modernizes the code accompanying Kobayashi, V. B., Berkers, H.
A., Mol, S. T. Kismihok, G., and Den Hartog, D. N. (2017)
<doi:10.1177/1094428117719322> The package replaces the
original scripts in the paper.
