Book Genre Categorization Using Machine Learning Algorithms (K-Nearest Neighbor, Support Vector Machine and Logistic Regression) using Customized Dataset
Parilkumar Shiroya
Abstract
In this paper, some weaknesses in text classification techniques are analysed and worked on to improve the accuracy of structured data. The main focus here was to classify a book by genre using machine learning algorithms.
Topics & Concepts
Support vector machineLogistic regressionk-nearest neighbors algorithmCategorizationComputer scienceArtificial intelligenceStructured support vector machineMachine learningRelevance vector machinePattern recognition (psychology)Authorship Attribution and Profiling