This kind of thinking underlies the ID3 algorithm for learning decisions trees, which we will describe more formally below. However, the reasoning is a little more subtle, as ... As we discussed in ...

In this online data science specialization, you will apply machine learning algorithms to real-world data, learn when to use which model and why, and improve the performance of your models. Beginning ...

A decision tree is a machine learning technique that can be used for binary classification or multi-class classification. ... After the first split, the decision tree algorithm examines each of the ...

Machine learning, a field of artificial intelligence (AI), ... The model uses parameters built in the algorithm to form patterns for its decision-making process.