Multi-sample Unified Discriminant ANalysis

Training ensemble machine learning classifiers, with flexible templates for repeated cross-validation and parameter tuning

Various techniques applied for the prediction of bankruptcy- Generalized Linear Regression- Logistic, Classification Tree, Generalized Additive Model, Linear Discriminant Analysis and Neural Networks. Evaluation criteria used was misclassifcation errors.

R packages Implementing linear models for classification

Bunch of exercises computed during the Machine Learning for Finance course.

Portfolio of machine learning projects

Multivariate Environmental Statistics (BEE6300) R Code

Six machine learning models for predicting bladder cancer progression using Caret package

In this project we can see in action and in detail a big part of the ML pipeline (data wrangling,model building, model evaluation) that comprises different algorithms and approaches such as Decision Trees (RPART), Linear Discriminant Analysis (LDA), Gradient Boosting Machne (GBM), Random Forest (RF) Support Vector Machine (SVM) with or without M…

Tools created for machine learning classification model evaluation

Supervised learning and unsupervised in R, with a focus on regression and classification methods.

A workflow to understand the changes in expression levels of epithelial cells in smokers.

A Data Science Portfolio for potentially interested employers and recruiters.

Source code written in R to implement multivariate analysis methods. Covering principal component analysist, factor analysist, clustering, manova, and so on.

R | Classification Project

Machine Learning: Group Project

This repository showcases project to predict the likelihood of borrowers defaulting on a loan using Machine Learning models. The task is to perform binary classification to classify borrowers as "will default" or "will not default". An Excel sheet calculates bank profits using these predictive models.

A Survey on ML Techniques for Airbnb Price Prediction

Exploring American beliefs in the COVID-19 conspiracy theory – Coronavirus is a Chinese bioweapon.