---
title: "4 Essentials of Decision Tree Algorithm for Machine Learning Beginners"
url: https://daily.dev/posts/4-essentials-of-decision-tree-algorithm-for-machine-learning-beginners-ngzpk0zy6
source_url: https://ai.plainenglish.io/4-essentials-of-decision-tree-algorithm-for-machine-learning-beginners-65353ddcbc82?source=rss----78d064101951---4
type: article
source: "AI in Plain English"
published: 2023-12-11T02:46:27.270Z
updated: 2023-12-11T02:46:26.566Z
tags: ["machine-learning", "decision-tree", "overfitting"]
reading_time: 2
upvotes: 1
comments: 0
language: en
---

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# 4 Essentials of Decision Tree Algorithm for Machine Learning Beginners

**[AI in Plain English](https://daily.dev/sources/aiplainenglish)** · 2 min read · 1 upvotes · 0 comments

## Summary

The article explains the essentials of the decision tree algorithm for machine learning beginners. It describes what a decision tree is, how it works, the concepts of entropy and information gain, and the issues of overfitting and pruning in decision trees.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://ai.plainenglish.io/4-essentials-of-decision-tree-algorithm-for-machine-learning-beginners-65353ddcbc82?source=rss----78d064101951---4>

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---

Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#decision-tree](https://daily.dev/tags/decision-tree), [#overfitting](https://daily.dev/tags/overfitting)

[View this post on daily.dev](https://daily.dev/posts/4-essentials-of-decision-tree-algorithm-for-machine-learning-beginners-ngzpk0zy6)