Insincere Questions Classification - Comparative study of different classification algorithms
Quora is a question-and-answer platform where questions are asked, answered, edited, and organized by community of users in the form of opinions . A key challenge for Quora is to remove insincere questions and only allow to have sincere questions to enter the system. Different Machine learning classification algorithms are used and compared for the classification. The data set provided by Quora is obviously comprised of textual data hence proper pre-processing of the input data is required to enhance the performance of the ML classification models. I have used word2vec model bag-of-words as an input and have done comparative study on different ML classification algorithms with state of the art neural nets that is graphical models.