README.md

Information Retrieval and Text Mining project implementation

1. Text Preprocessing
   • Tokenization
   • Lowercasing
   • Stemming
   • Stopword
2. Construct dictionary & tf-idf vector
   • term dictionary
   • tf-idf unit vector
   • cosine similarity
3. Naive Bayes classification
   • Multinomial NB classifier
   • feature selection
   • smoothing
4. HAC clustering
   • hierarchical clustering
   • pair-wise document similarity
   • similarity between clusters