Classification And Regression Trees for Machine Learning

Decision Trees are an important type of algorithm for predictive modeling machine learning. The classical decision tree algorithms have been around for decades and modern variations like random forest are among the most powerful techniques available. In this post you will discover the humble decision tree algorithm known by it’s more modern name CART which stands […]

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Using Decision Trees to Predict Infant Birth Weights

In this article, I will show you how to use decision trees to predict whether the birth weights of infants will be low or not. We will use the birthwt data from the MASS library. What is a decision tree? A decision tree is an algorithm that builds a flowchart like graph to illustrate the […]

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