The Naive Bayes Classifier technique is based on the so -called Bayesain theorem and is perticularly suited when the dimensionlity of the inputs is high. Despite its simplicity, Nive Bayes can often outperform more sophisticated classification methods. To demonstrate the concept of Naive Bayes Classification, condier the example displayed int the illustration above. AS indicated, the objects can be classified as either GREEN or RED. Our task is to classify new cases as they arrive, i.e., decide to which elass label they belong, based on the currently exiting objects.
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