Machine learning has been a hot topic in artificial intelligence for quite a few good reasons. In the future, the world’s information would be too massive for us to process. Therefore, it will be ...

In this paper, we propose an in-node microprocessor-based vehicle classification approach to analyze and determine the types of vehicles passing over a 3-axis magnetometer sensor. Our approach for ...

Decision Tree Machine Learning Classifier Implementation of a greedy Decision Tree Classifier from scratch using pandas for efficient data handling, multi-way splits on discrete feature sets, and ...

A C++ implementation and performance comparison of two machine learning algorithms, deep learning and decision tree learning, created as the final project for the university module Data Structures and ...

Les neuf algorithmes de machine learning présentés ci-dessous sont parmi les plus utilisés par les entreprises pour entraîner leurs modèles. Ceux-ci soutiennent non seulement plusieurs objectifs, mais ...

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 ...

The Department of Industrial Engineering and Management Sciences is a leader in the science of decision-making in complex environments through innovation in algorithms, computation, and mathematical ...