decision trees with the C4.5 algorithm

Implementing decision trees with the C4.5 algorithm - Part 1
Dec 14, 2023 · 2 min read ·
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Starting today, we are launching a series of articles on decision trees, taking a progressive approach with a particular focus on the C4.5 algorithm. Our goal is to blend theoretical concepts with practical implementation (in C#), offering clear illustrations of the associated challenges.
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Implementing decision trees with the C4.5 algorithm - Part 2
Dec 14, 2023 · 6 min read ·
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In this post, we provide a precise definition of entropy to better prepare for the upcoming articles.
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Implementing decision trees with the C4.5 algorithm - Part 3
Dec 14, 2023 · 6 min read ·
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In this article, we delve into the intricacies of the ID3 algorithm, applying the knowledge we've acquired to gain a profound understanding of its workings.
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Implementing decision trees with the C4.5 algorithm - Part 4
Dec 14, 2023 · 7 min read ·
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In this final article, we explore the C4.5 algorithm as an enhancement of the ID3 algorithm and how to implement it in ML.NET.
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Implementing decision trees with the C4.5 algorithm - Part 5
Dec 14, 2023 · 7 min read ·
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In this final article, we demonstrate how to implement a basic version of the C4.5 algorithm in C#.
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