Objective

To produce a collection of useful NLP tools for MATLAB

Components

• Tokenizers
  • tf-idf
  • Term Frequency (multinomial featurizer)
  • Bernoulli Featurizer
• Stemmers
• Reverse Stemmer
• Useful Corpora
  • Declaration of Independence
• Learning Models
  • Naiv Bayes
  • Logistic Regression
  • SVM
• Evaluation Measures
  • Precision
  • Recall
  • Fallout
  • F1-measure