Article citations More>> Wu, S.B., Chen, Z.G. and Huang, R. (2016) ID3 Optimization Algorithm Based on Correlation Coefficient. Computer Engineering and Science, 38, 2342-2347. has been cited by the ...

This repository contains a simple implementation of the ID3 decision tree learning algorithm in Python. The ID3 algorithm is a popular machine learning algorithm used for building decision trees based ...

Even with the swift advancement of vehicles, a platform like ID3 is in theory inherently equipped to deal with the changes. The more vehicles that get scanned the more data there is and the more ...

We tested the improved algorithm, using three UCI Machine Learning Repository data sets, and compare the improved algorithm with the traditional ID3 algorithm. the experiment result shows that the ...

Machine Learning can be broadly classified into 3 types :- Supervised learning, Unsupervised learning and Reinforcement Learning. Supervised machine learning algorithms are designed to learn by ...

Aimed at solving the problem of tendency to multi-value attribute and huge computational complexity in ID3 algorithm, we proposed a new way to choose the splitting attribute. And a new conception of ...