avinav / Regression_Classification

Linear, Ridge Regression, QDA, LDA

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Regression_Classification

Implementation of various regression and classification techniques: Linear Discriminant Analysis, Quadratic Discriminatnt Analysis, Ordinary Linear Regression, Ridge Regression and Regression with basis functions

###Linear Discriminant Analysis (LDA) and Quadratic Discriminant Analysis (QDA) For details view LDA QDA notebook

Sample training data Plot of 150 training sample points and 100 test sample points and their true labels.

Sample Data

LDA Classification Classification LDA

QDA Classification Classification QDA

About

Linear, Ridge Regression, QDA, LDA


Languages

Language:Python 100.0%