Topic-Modelling-NLP

Using NLP techniques to categorize works of author based on their previous writings.

Dataset : https://www.kaggle.com/c/spooky-author-identification/data

Techniques : - Classification based on number of words

              - WordCloud
              
              - Lemmatization
              
              - Vectorization
              
              - Logistic regression
              
              - Naive Bayes Classification
              
              - XGBoost

Performace graph :