A Study on Personality Prediction & Classification Using Data Mining Algorithms

Personality is an integral part of one's resume and life, using machine learning we can easily predict and classify one personality using intuitive input methods like questionnaire. In this research endeavor we have looked to achieve this very motive. After reviewing past work, we concluded to use logistic regression and classifier to classify people into different personality categories and accurately predict it. With this research, we hope to answer some real-world problems by creating a research prototype in the form of a python (Flask) based webapp. The personality classification is solely dependent on the user's inputs, which are compared to the database's recorded values, which is accomplished by training the model on a training dataset, and then eventually categorizing the user's personality into the appropriate group. This is totally an automated system and we have tried to achieve our goal.