Classification Using Caret Package

Classification Using Caret Package

First video for applying machine learning for biomedical science and healthcare.

STAT 432 /// The {caret} Package

Course: https://stat432.org/​​ Book: https://statisticallearning.org/​

Classification models using R caret library (IRIS dataset)

This video tutorial goes over how to develop multiple machine learning algorithims

The Caret package: your new best friend

You can download the code shown in this video at: ...

Cross Validation using caret package in R for Machine Learning Classification & Regression Training

1. Download cross validation

Machine Learning with R | Machine Learning with caret | Community Webinar

Learn how the R and

Cross validation in R with the caret library

Download the code at: https://github.com/mariocastro73/ML2020-2021/blob/master/scripts/crossvalidation.R.

R Tutorial: Getting started with caret

We are going to

Cross Validation for Data with Imbalanced Classes Using caret Package in R Software

1. Source data LoanAnalysis.csv download link: https://drive.google.com/file/d/1a6VBAvhoprYFayIVpsaMNCK4CLSQK35y 2.

Machine Learning with caret in R: Part 1

This tutorial shows how to do machine learning in R

Machine Learning in R using caret: GBM (Gradient Boosting Machine) vs. Random Forest

We try to beat a Random Forest Model by

Caret Package for Machine Learning in R Programming Language

A short 5-minute

R : R caret package (rpart): constructing a classification tree

R : R