R code for linear discriminant analysis

Data Mining & Data Analysis coursework - UTC - SY09 - Spring 2017

[Built during technical internship at SAS Institute, May 2016 - Aug 2016] Created automated skin cancer detection software using image analysis, feature extraction, and statistical modeling that analyzes images of skin lesions to detect possibly cancerous growths. Presented research and algorithms at the international JMP Discovery Summit (also …

This repository includes the code for the paper "Detection of Prostate Cancer with Multi-Parametric MRI Utilizing the Anatomic Structure of the Prostate".

SYDE 372 - Lab 2

Basic machine learning projects and algorithm implementation in Python3

Code to predict energy output of solar panels by outside temperature and weather conditions.

High Dimensional Discriminant Analysis in R ✨

Models in R

Multi-distributional Discriminant Analysis using Generalised Linear Latent Variable Modelling in R ⭐

The code for Weighted Fisher Discriminant Analysis (WFDA) and Kernel WFDA

The code for Quantized Fisher Discriminant Analysis (QFDA)

Function preserving projection (FPP), a linear projection technique for capturing interpretable patterns of high-dimensional functions

This is analysis done to study the canine species based on the Skull measurements obtained for the different species of the canines. All kinds of multivariate analyses are done on this species.

Machine Learning and Data Mining cheatsheet and example operations prepared in MATLAB

The code for Roweisposes method for 3D action recognition

This repository contains R Markdown reports about multivariate data analysis including Principal component analysis, Factor analysis, Discriminant analysis, classification and clustering.

Regularized discriminant analysis in Julia.

Breast cancer classification and evaluation of classifiers

User segmentation using a sort of classifiers (some quite uncommon like the Fuzzy K-Nearest Neighbours).