Drawing the Line: Understanding Decision Boundaries

In the domain of data science, classification problems are everywhere. From identifying spam emails to diagnosing diseases, Classification algorithms have transformed the way we make decisions. Understanding and visualizing decision boundaries offers significant insights into...

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Decision Trees for Classification

The Decision Tree algorithm is a powerful and versatile machine learning technique, it belongs to  supervised learning paradigm and is widely used for both Classification and Regression tasks, but is mainly used for classification problems. These algorithms work by...

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