Information Retrieval and Document Classification

Abstract

 There appears to be various information available online in the form of document. Finding these kinds of documents and retaining them, corresponding to their category has never been more automatic. This paper acknowledges the issue of classifying genre of different English novels with the help of different Natural Language Processing and Machine Learning methods. Different novels are collected and divided into training Dataset and test Dataset. Originally for the purpose of classification uses three dissimilar varieties of Fiction genre specifically Romantic, Fairy Tales and Thriller. The genres that have been taken are some of the most widely read genres of book among different age groups. Using different linguistic feature to obtain representative features for the genres. The training module uses the feature Datasets to provide the base for classification feature.