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Tree Based Models Series' Articles

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Decision Trees: The Detective Who Solves Cases by Asking Yes/No Questions
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Decision Trees: The Detective Who Solves Cases by Asking Yes/No Questions

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16 min read
Information Gain & Entropy: The Game Show Host Who Learned to Ask Perfect Questions
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Information Gain & Entropy: The Game Show Host Who Learned to Ask Perfect Questions

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16 min read
Gini Impurity: The Blindfolded Archer Who Taught Decision Trees How to Split
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Gini Impurity: The Blindfolded Archer Who Taught Decision Trees How to Split

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15 min read
Pruning Decision Trees: The Bonsai Master Who Taught ML Engineers When to Stop
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Pruning Decision Trees: The Bonsai Master Who Taught ML Engineers When to Stop

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16 min read
Bagging: The Jury System That Taught Machine Learning the Wisdom of Crowds
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Bagging: The Jury System That Taught Machine Learning the Wisdom of Crowds

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16 min read