🌲 broom helpers for decision tree methods (rpart, randomForest, and more!) 🌲

Predict respiratory patient mortality in ICU units using the MIMIC III database

Web application using machine learning algorithms to predict whether an NBA team will cover the spread.

Define, build, and evaluate machine learning models for real-world applications

Use regression tree to predict firearm death rate with firearm law & CDC firearm death rate data.

Nations Flags Classification & Clustering project. 🎏

This project about the fitting a classification tree to the housing data sing R package rapart.

Analytics Vidya practice dataset for loan prediction

Decision tree classifier to predict the right classes of the observations in the 'Iris' data set.

Data analysis for Income-based on occupation

R & Python Projects

Transferring Performance Prediction Models Across Different Hardware Platforms. Трансфер моделей прогнозирования производительности между различными аппаратными платформами

Decision tree models for spam classification and suicide rate prediction — pruning strategies, cross-validation, and the 1-SE rule in R.

Team 3

My approach and solution

An implementation of of the CART-ANOVA algorithm for regression trees in Python

This repository contains all the R code used in my dissertation project at the University of Manchester, 2025 (MATH6000S). Note that the regression tree code also contains the gradient boosting code, the EDA code contains the code for the plots seen in section 4.1, and the heights code is used in section 1.1.

Datamining en Economía y Finanzas - Churn Prediction - Trabajo Práctico 1

This repository houses small projects (R and Python) exploring Machine Learning methods and algorithm description & implementation. Larger ML projects are housed in the Projects Repo.