/MachineLearning

Machine Learning project

Primary LanguagePython

Predicting Personality Type from Online Forum Text


The project was done in Python 3.6. Make sure to also install all the imported packages. 

The dataset used can be found here: https://www.kaggle.com/datasnaek/mbti-type

The main scripts are:
config.py - configure the path of the source dataset
lstm.py - uses a Long Short Term Memory neural network for classification
svm.py - uses a Support Vector Machine for classification
gridsearch.py, gridsearch_full_label.py - use gridsearch to find the best parameters
ensemble.py - uses an ensemble classifier
heatmap.py - generates the heatmap of the LIWC features