BOOK GENRE PREDICTION USING LSTM

Abstract

Book genre prediction is a classification-based project where by applying various models of ML I have tried to predict the genre of book by using summary of book by using CMU book dataset that I have taken from Kaggle. I have performed text preprocessing and cleaning after that remove stop words and final on training model on dataset by taking different ratio and compare performance by F1-score and accuracy score. First part of project for machine training I have used supervised machine learning model like KNN, logistic regression and later I have moved to deep learning approach for that I have used lstm model. At last, I have made comparison based on performance matrix to judge the models and its accuracy.