Linear-Discriminant-Analysis

This repository will fit an LDA classifier for making binary classification. The results are reported with 10-fold CV error estimates. Classification report with a confusion matrix are also generated. This also helps to check distribution of your dataset (whether the data is parametric or non-parametric in nature). Use the script "box_cox_transformation.py" to convert your non-parametric data into parametric and then try to fit the LDA classifier on the transformed paramteric data.