Bird’s eye view In this article, you will be going to learn the Naive Bayes algorithm easily and after this, you can also talk to anyone about this like an expert. Algorithm It is the algorithm that is working on the Bayes theorem which describes the method to find the probability of an action or event based on prior knowledge. For example, a ball may be considered to be a ball if it is round, and about 5 inches in diameter. As we can see these features may describe the ball but these features are independent while contributing that ball is a ball. That’s why we call it a NAIVE. How it works All you have to do is you just have to convert the data you have into the frequencies for all the classes and have to compute the probability of each case possible then you have to apply the Bayes theorem for prediction as simple as this. As you can see you just have to apply the formulae. When you should use this Suppose a situation comes, where you have to classify the dat...
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