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Archive of stories in "Gini Impurity"

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D.Pavan Vamsi Krishna

·

3d ago

Decision Trees Explained: How Algorithms Make Choices Step-by-Step

Imagine you are deciding whether to step outside for a walk. You look out the window: Is it raining? If yes, you stay indoors. If no, you…

Decision Trees Explained: How Algorithms Make Choices Step-by-Step

Vinaitheerthan Renganathan

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Nov 2

𝗗𝗲𝗺𝘆𝘀𝘁𝗶𝗳𝘆𝗶𝗻𝗴 𝗚𝗶𝗻𝗶 𝗜𝗺𝗽𝘂𝗿𝗶𝘁𝘆: 𝗛𝗼𝘄 𝗗𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗧𝗿𝗲𝗲𝘀 𝗖𝗵𝗼𝗼𝘀𝗲…

A 𝘮𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘢𝘯𝘥 𝘱𝘳𝘢𝘤𝘵𝘪𝘤𝘢𝘭 𝘥𝘦𝘦𝘱 𝘥𝘪𝘷𝘦 𝘪𝘯𝘵𝘰 𝘊𝘈𝘙𝘛 𝘥𝘦𝘤𝘪𝘴𝘪𝘰𝘯 𝘵𝘳𝘦𝘦𝘴, 𝘎𝘪𝘯𝘪…

Madishetti Rakshitha

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Nov 1

Decision Tree Algorithm: How Machines Learn to Make Decisions, One Question at a Time 🌳

What if I told you that a machine could learn to make decisions just like you do every day?

Decision Tree Algorithm: How Machines Learn to Make Decisions, One Question at a Time 🌳

Sathwik Pinninti

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Sep 14

Decision Trees with LightGBM style Quantile binning and Histogram optimisation: How I built…

I think there were times when I encountered few challenges in terms of increasing complexity of whatever I start to explore, making me…

Decision Trees with LightGBM style Quantile binning and Histogram optimisation: How I built…

Pavan pothuganti

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Jun 28

I Finally Understood Gini Impurity After Asking One Simple Question

After understanding Entropy, I thought I was done.

Mr. Vivek Kumar

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Apr 18

Decision Trees Explained

Learn all about Decision Tree and its Visualization

Decision Trees Explained

Aryan Bisht

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Mar 5

Decision Trees Explained: Geometry, Entropy, Gini, and Splits

Welcome to another post in my ongoing machine learning adventure. This blog is part of a series where I’m diving into the world of ML —…

Decision Trees Explained: Geometry, Entropy, Gini, and Splits

Priyanka Dave

·

Nov 30, 2025

How Decision Trees Work — A Simple, Visual Explanation

Decision Trees are one of the simplest and most powerful machine learning algorithms.

How Decision Trees Work — A Simple, Visual Explanation

Sreekanth Ponneboina

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Nov 3, 2025

Gini Impurity and One Hot Encoding In a different view

My last article(statistical-side-of-neural-networks) discussed on how machine/deep learning models inherently exhibit their statistical…

Gini Impurity and One Hot Encoding In a different view

Gaurav Kaushik

·

Oct 27, 2025

Most Data Scientists Learn Gini Impurity the Wrong Way

Here’s the intuition that makes it click instantly.

Most Data Scientists Learn Gini Impurity the Wrong Way