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Decision Tree Classifier and the Black Box Specter
Author(s): Andrea Ianni Originally published on Towards AI. How you can look into your model and why you should do that The air in the office was tense as the day dragged on with no sign of the American owners. Rumors began …
AI Anyone Can Understand: Part 12 — Decision Trees
Author(s): Andrew Austin Originally published on Towards AI. Demystifying Decision Trees in Artificial Intelligence Image by Author Imagine you’re playing a game of “20 Questions” with your friend. Your friend thinks of an object, and you have to guess what it is …
A quick Introduction to Machine Learning. Part-4 (Final Part)
Author(s): Abhijith S Babu Originally published on Towards AI. In this machine learning series, we have come across various machine learning techniques. In part-3, we saw how decision trees can be used in machine learning. The drawbacks of the ID-3 algorithms were …
Demystifying Decision Trees
Author(s): Andrea Ianni Originally published on Towards AI. Explained from scratch, step by step Some time ago, I found myself having to explain the tree-based algorithms to a person who was into mathematics… but with zero knowledge of data science. So, I …
Decision Tree Classification — What is Expected from It?
Author(s): Sujeeth Kumaravel Originally published on Towards AI. You have a dataset of 20 cars. Among them, 10 are luxury cars, and the other 10 are non-luxury. This dataset is represented in the node shown below. A node is essentially a set …
How to implement Decision Tree using Scikit-learn?
Author(s): Akash Dawari Originally published on Towards AI. All About Decision Tree In this article we will understand the Decision Tree by answering the following question: What is a Decision Tree? What is the core concept of a Decision Tree? What are …
Decision Trees in Machine Learning (ML) with Python Tutorial
Source: Image by Bela Geletneky from Pixabay Diving into decision trees in machine learning (ML) with Python Author(s): Saniya Parveez, Roberto Iriondo This tutorial’s code is available on Github and its full implementation as well on Google Colab. Table of Contents Introduction Decision Tree Example …
Machine Learning: Its True Essence
Author(s): Navoneel Chakrabarty Originally published on Towards AI. Conceptually, Machine Learning (ML) is the art of teaching machines. Now, obviously teaching is such that when a student is taught by a teacher/tutor, he is capable of facing and answering any question which …
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