Decision Tree Classifier - Main Ideas! [Lecture 4.1]

"What is a decision tree? Understand the theory of decision trees, a basic algorithm in machine learning."
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Part 1: Decision Tree Classifier - Main Ideas!
Part 2: How to Make a Decision Tree - Mathematical Theory of Training with Gini Impurity
• How to Make a Decision...
Part 3: Hyperparameters of Decision Trees
• When to Stop the Train...
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A decision tree is an algorithm for classification. Similar to the support vector machine, a decision tree uses a gemetric separation of the classes in the input space. This approach can seperate multiple classes by splitting the data in the input space.