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

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

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

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

Nations Flags Classification & Clustering project. 🎏

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

Analytics Vidya practice dataset for loan prediction

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

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

Data analysis for Income-based on occupation

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

R & Python Projects

My approach and solution

Custom implementation of Random Forest based on rpart library.

an analysis was conducted on the Wine Data to discern the factors that play a pivotal role in determining the quality of wine. An exploration of the correlations between these attributes and the overall wine quality was undertaken, while considering the interplay with other relevant factors

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

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.

Classification And Regression Trees and Random Forest with applications to Big Data - course