Gaussian Naive Bayes

Naive Bayes is a fundamental Classification algorithm in the field of machine learning and data science. This probabilistic model, rooted in the principles of Bayesian statistics, is famous and useful for its efficiency, simplicity, and surprisingly robust performance across...

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K-Nearest Neighbors Algorithm

The K-Nearest Neighbors (KNN) algorithm is a simple and powerful machine learning technique, it is often used for Classification tasks, but can be used for Regression tasks. In this post, I focus on the implementation of KNN algorithm for classification, because this is the...

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