Decision Trees Articles

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Parag Radke Parag Radke
Updated on October 24, 2024

Monte Carlo Tree Search: A Guide

Monte Carlo tree search (MCTS) is a heuristic search algorithm for decision processes. Here’s what you need to know.

Expert Contributors
Machine Learning Algorithms
Data Science
Image: Shutterstock / Built In
Alex Zelinsky Alex Zelinsky
Updated on October 24, 2024

Full vs. Complete Binary Tree: What’s the Difference?

A full tree is a tree where every node has either zero or two children. This means that all of the nodes in the tree are either leaf nodes or internal nodes.

Expert Contributors
Decision Trees
Data Science
Image: Shutterstock / Built In
Judah Taub Judah Taub
Updated on October 22, 2024

How to Overcome Algorithmic Confirmation Bias

It’s all about asking the right questions.

Expert Contributors
Statistical Analysis
Analytics
Image: Shutterstock / Built In
Jacob Biba Jacob Biba
Updated on July 18, 2024

4 Types of Machine Learning to Know

Machines are using the abundance of today's data to learn just like humans do.

Artificial Intelligence
Decision Trees
Machine Learning Algorithms
Image: Shutterstock
James Le James Le
Updated on March 05, 2024

The Top 10 Machine Learning Algorithms to Know

These algorithms can help you learn how to use machine learning.

Expert Contributors
Machine Learning
Python for Machine Learning
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Anthony Corbo Anthony Corbo
Updated on November 07, 2023

What Is a Decision Tree?

A decision tree is a supervised machine learning algorithm that creates a series of sequential decisions to reach a specific result. 

Expert Contributors
Machine Learning
Decision Trees
Image: Shutterstock / Built In
Artem Oppermann Artem Oppermann
Updated on April 06, 2023

What Is CatBoost?

CatBoost is a machine learning gradient-boosting algorithm that’s particularly effective for handling data sets with categorical features. Our expert explains how CatBoost works and why it’s so effective.

Expert Contributors
Machine Learning Algorithms
Artificial Intelligence
Image: Shutterstock / Built In
Vihar Kurama Vihar Kurama
Updated on March 15, 2023

Machine Learning Introduction for Beginners: Everything You Should Know

What is machine learning? How does it work? How much math is involved? An engineer breaks it all down.

Python for Machine Learning
Machine Learning Algorithms
Data Science
Mitchell Telatnik Mitchell Telatnik
Updated on March 15, 2023

Machine Learning for Beginners

Whether you’re brand new to machine learning or have tried (and failed) to get models working in Python, Weka may be the perfect starting point for you.

Expert Contributors
Data Science
Machine Learning
Afroz Chakure Afroz Chakure
Updated on March 15, 2023

What Is Decision Tree Classification?

In this introduction to decision tree classification, I’ll walk you through the basics and demonstrate a number of applications.

Expert Contributors
Machine Learning
Decision Trees