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PPPranoti Patilai-for-multidisciplinary-application.hashnode.devMar 6 · 3 min read

21.1 Introduction of Decision Trees

Have you ever noticed that your life already runs on a decision tree? If it’s raining → take an umbrella Else if it’s sunny → take sunglasses Else → just pray and go out Congratulations! You just

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IEIfeanyi Ezeriohagodwithus.hashnode.devMar 2 · 16 min read

Decision Trees, Random Forests, and the Art of Knowing When Simple Is Enough

Week 18 of my data science internship at DataraFlow shifted the focus from distance-based and probabilistic classifiers to tree-based methods; a family of algorithms that don't just predict outcomes,

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SSSanjana Shyamsundarblogs.codechefvit.comFeb 22 · 7 min read

Capital One’s 200ms Random Forest: Stopping Launderers Before the Wire Hits

Imagine spotting a money launderer before the wire transaction even settles! Capital One’s ML model just turned a traditional 30 page rulebook into a 200 ms risk score that tells investigators which g

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AZAyomide Zaccheauspapizee.hashnode.devFeb 17 · 15 min read

Week 18: My Model Got 100% Again — And This Time I Didn't Celebrate

Last week, I got my first real taste of classification algorithms. I worked through K-Nearest Neighbours (KNN), Support Vector Machines (SVM), and Naive Bayes — three very different approaches to the same core problem: teaching a computer to sort thi...

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OMOnwupelu Miraclemy-soft-launch-into-tech-blogging.hashnode.devFeb 8 · 4 min read

🚗 From Guesswork to Goldmine: How Machine Learning Predicts Car Prices With 93.5% Accuracy

The Problem: A $2,349 Mistake Ever bought a used car and wondered, “Did I pay too much?” You’re not alone. The average American overpays by $2,349 when buying a used car—that’s the exact error rate our baseline model started with. But by the end of t...

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FDFundacja Dobre Państwofundacjadobrepasntwo.hashnode.devFeb 6 · 1 min read

Microeconomics in the Age of Algorithms: Risk, Time, and Fairness

This article provides an in-depth analysis of contemporary microeconomics, which, under the influence of algorithmization, transforms classical rational choice models into precise mathematical structures. The author examines how tools such as decisio...

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MKM Krunaldectree.hashnode.devDec 28, 2025 · 6 min read

🌳 Decision Tree Concept

Decision Trees are one of the most intuitive and human-like machine learning algorithms.They work exactly the way we make everyday decisions — by asking questions and following answers In this blog, we’ll understand Decision Trees with real-life exam...

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MFMuhammad Fahad Bashirml-diaries-by-fahd.hashnode.devOct 2, 2025 · 5 min read

Decision Tree Algorithm Explained: Simple Guide with Example and Gradio App

In our supervised learning series, we’ve explored the basics of classification algorithms and covered the concept of logistic regression. Now, let’s move to another popular algorithm: Decision Trees. Decision Trees are widely used in machine learning...

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HJHimanshu Jhahimanshu-jha.hashnode.devAug 23, 2025 · 10 min read

Turn AI Into Action: Serve Your Machine Learning Model with a REST API

In today’s world, everyone is talking about AI, from chatbots to self-driving cars; it seems like artificial intelligence is everywhere. Many people wonder how AI can make their everyday tasks easier, more efficient, or even smarter. But here’s the c...

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AJAditya Jaiswalbagging-classifier.hashnode.devAug 10, 2025 · 3 min read

Bagging Classifier

What is a Bagging Classifier? Ensemble learning is a supervised machine learning technique that combine multiple models to make a reliable and accurate model. It’s main focus is to combine the strengths of multiple models and create a model that is r...

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#decisiontree

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Trending tags this week

21.1 Introduction of Decision Trees

Decision Trees, Random Forests, and the Art of Knowing When Simple Is Enough

Capital One’s 200ms Random Forest: Stopping Launderers Before the Wire Hits

Week 18: My Model Got 100% Again — And This Time I Didn't Celebrate

🚗 From Guesswork to Goldmine: How Machine Learning Predicts Car Prices With 93.5% Accuracy

Microeconomics in the Age of Algorithms: Risk, Time, and Fairness

🌳 Decision Tree Concept

Decision Tree Algorithm Explained: Simple Guide with Example and Gradio App

Turn AI Into Action: Serve Your Machine Learning Model with a REST API

Bagging Classifier