/Personality-Prediction

Machine Learning Model for Predicting Personality Traits

Primary LanguageJupyter Notebook

Personality Prediction

The Project aims to develop a Machine Learning Model using Tensorflow for Predicting Personality Trait based on 16-Personality system from Jungian Psychology. I have choosen this project for my machine learning course in college.

Dataset

I used a 16Personality-Dataset from Kaggle as Dataset for Training and Testing.

Model Architecture

Model

I have used 4 differernt models, which are used together to complete the prediction IEModel, NSModel, FTModel, PJModel

Accuracy

The Resulted Accuracy fouond with all models IEModel -> 80 NSModel -> 85 FTModel -> 80 PJModel -> 73

Result

The Average Accuracy including all the models acoounted to 80%. This is not a High Accuracy and there still some room for improvement.