The Caret R package allows you to easily construct many different model types and tune their parameters. After creating and […]

# Archive | R Machine Learning

## Feature Selection with the Caret R Package

Selecting the right features in your data can mean the difference between mediocre performance with long training times and great […]

## Tuning Machine Learning Models Using the Caret R Package

Machine learning algorithms are parameterized so that they can be best adapted for a given problem. A difficulty is that […]

## Data Visualization with the Caret R package

The caret package in R is designed to streamline the process of applied machine learning. A key part of solving […]

## Caret R Package for Applied Predictive Modeling

The R platform for statistical computing is perhaps the most popular and powerful platform for applied machine learning. The caret […]

## How To Get Started With Machine Learning Algorithms in R

R is the most popular platform for applied machine learning. When you want to get serious with applied machine learning […]

## How To Estimate Model Accuracy in R Using The Caret Package

When you are building a predictive model, you need a way to evaluate the capability of the model on unseen […]

## Convex Optimization in R

Optimization is a big part of machine learning. It is the core of most popular methods, from least squares regression […]

## Non-Linear Classification in R with Decision Trees

In this post you will discover 7 recipes for non-linear classification with decision trees in R. All recipes in this […]

## What is R

R is perhaps one of the most powerful and most popular platforms for statistical programming and applied machine learning. When […]