decision trees

Decision trees for dummies

Decision trees are a popular and easy-to-understand tool used in machine learning, data mining, and artificial intelligence to make predictions or decisions. They are often employed in various fields, such as finance, healthcare, and marketing, to guide decision-making processes. In this article, we will break …

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Random forests for dummies

Random forests may sound like a strange term, but in the world of data science and machine learning, they are a powerful and versatile tool. In this article, we’ll break down the concept of random forests in simple terms, making it easy for anyone to …

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Gini impurity for dummies

Gini impurity is a key concept in building decision trees, a type of machine learning model used for making predictions. By the end of this article, you’ll have a basic understanding of Gini impurity and how it helps decision trees make better predictions. Decision Trees: …

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