A spam filter is a simple example of statistical classification, putting data into known categories.
Classification is a case of supervised learning - where a training set is provided with correctly identified observations. An algorithm that performs classification is called a classifier.
A simple class of classification algorithms is called Naive Bayes, which has been studied extensively since the 1950s.
Naive Bayes (NB) is a popular choice for text classification e.g. is this a novel versus is this a poem or an essay. It is also used in word sense disambiguation.
Classification is a case of supervised learning - where a training set is provided with correctly identified observations. An algorithm that performs classification is called a classifier.
A simple class of classification algorithms is called Naive Bayes, which has been studied extensively since the 1950s.
Naive Bayes (NB) is a popular choice for text classification e.g. is this a novel versus is this a poem or an essay. It is also used in word sense disambiguation.
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