This project about the fitting a classification tree to the housing data sing R package rapart.
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Oct 9, 2021 - R
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rpartplot
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Decision tree classifier to predict the right classes of the observations in the 'Iris' data set.
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Jun 22, 2021 - R
Fitness tracking typically focuses on the regularity of exercise rather than how well it is performed. The goal of this project was to predict the manner in which subjects performed barbell lifts using accelerometer data collected from belt, forearm, arm, and dumbbell sensors.
machine-learning random-forest ml gbm rpart decision-tree decision-tree-classifier gradient-boosting bagging random-forest-classifier rpartplot bagging-classifier
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Feb 19, 2026 - HTML
Trabajo Práctico de la materia Laboratorio de Datos sobre un Modelo de Regresión para predecir viajes diarios en EcoBici y un Clasificador de noticias reales y falsas de un dataset
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Dec 8, 2023 - HTML
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.
recurrent-neural-networks xgboost rpart linear-mixed-models keras-tensorflow gradient-boosting regression-trees nlme rpartplot
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Aug 31, 2025 - R
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.
machine-learning random-forest clustering naive-bayes logistic-regression kmeans confusion-matrix decision-trees rpart knn cluster-analysis dbscan k-means-clustering oner c50 heirarchical-clustering rpartplot
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Oct 26, 2021 - Jupyter Notebook
Random Forest, Decision tree and Logistic Regression
ggplot2 r random-forest random logistic-regression caret decision-tree gridextra factominer corrplot rpartplot
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Mar 9, 2023 - R
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