Machine Learning Project 2013

MSc in Mathematical Modelling - Modelling Workshop

Course work of Pattern Recognition CS6690 IIT Madras

Reject Option with Ordinal Learning Algorithms

An implementation of SVM+

Implementation of BatchSVM, introduced in Vural, Volkan, et al. "Using local dependencies within batches to improve large margin classifiers." Journal of machine learning research 10.Feb (2009): 183-206.

Email Spam Filter using SVM Classifier

This repository contains Matlab/Octave code developed throughout the Machine Learning course taken through Coursera

SVM implementation to classify email as spam or not spam

MLP BP vs SVM and SOM Neural Net implementation to predict hypertension

works for ML course by Andrew Ng

Predicts if an online news article will be shared often or not.

SVM email classification

This is the page for the book Digital Signal Processing with Kernel Methods.

Implemented and evaluated four basic face recognition algorithms: Eigenfaces, Fisherfaces, Support Vector Machine (SVM), and Sparse Representation-based Classification (SRC) on YaleB dataset

Support vector machine to regression trained with kernel adatron algorithm

A general matlab framework for EEG data classification

Multi-classification problem, svm, knn, matlab

Medical image analysis, to find a nerve tissue and get its location in an image.

My lecture notes and assignment solutions for the Coursera machine learning class taught by Andrew Ng.