Visual Studio Magazine

How to Create a Machine Learning Decision Tree Classifier Using C#

After earlier explaining how to compute disorder and split data in his exploration of machine learning decision tree classifiers, resident data scientist Dr. James McCaffrey of Microsoft Research now ...
BIOENGINEER

Grid-Based Decision Trees Finally Get the Guarantees They Always Needed

A new Machine Learning study shows that greedy decision tree algorithms can stall with zero purity gain, and introduces ...
techtarget

What is a decision tree in machine learning?

A decision tree is a flow chart created by a computer algorithm to make decisions or numeric predictions based on information in a digital data set. Decision trees can be used for both classification ...
BIOENGINEER

SVD and Decision Trees Combine to Strip Salt-and-Pepper Noise from Digital Images

Digital images have become indispensable across medicine, remote sensing, security, and everyday communication, yet their ...
Visual Studio Magazine

How to Create a Machine Learning Decision Tree Classifier Using C#

A decision tree classifier is a machine learning (ML) prediction system that generates rules such as "IF income < 28.0 AND education >= 14.0 THEN politicalParty = 2." Using a decision tree classifier ...