Showcasing the use implementation of Linear discriminant analysis and its usage as Data Transformation tool and also as a classifier.
- Implementing LDA from scratch
- Using LDA from Sklearn
- Using LDA as a classifier
- Classifying with Decision Tree with and without LDA
- Classifying with Decision Tree and PCA.
Dataset used: Wine dataset.
Implementation based on https://towardsdatascience.com/linear-discriminant-analysis-in-python-76b8b17817c2