This projects aims to implement a decision tree structure and ID3 training algorithm. The model is based on hierarchical relation between trees and node and ID3 algorithm guides the creation and ...

"training_dataset = dataset.iloc[:split_index].reset_index(drop=True)#We drop the index respectively relabel the index\n", "testing_dataset = dataset.iloc[split_index ...

Abstract: ID3 is a well-known algorithm which is used in the classification task of the decision tree learning. Although a lot of research provides improvements on the traditional ID3 algorithm with ...

Abstract: The iterative Dichotomiser 3 (ID3) algorithm is a classification algorithm that generates a decision tree, and it is one of the most simple and well-known tools. However, there is still room ...

The ID3 algorithm is an inductive artificial intelligence technique that generates classification trees. These trees are similar to those used in simple expert systems; with ID3 they are generated by ...

Decision tree is an effective supervised learning method for solving classification and regression problems. This article combines the Pearson correlation coefficient with the CART decision tree, ...