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A library contains a large collection of books with known classes (types). However, these days most of the books are now available in electronic format
A library contains a large collection of books with known classes (types). However, these days most of the books are now available in electronic format and they arrive at a rapid pace at the library. The library management wants you to automatically classify those books into existing types. A sample of books is given in the following table in two groups: training set and test set. Execute Naive Bayes on the following books to determine the class of the 5th book present in the test set. Specifically, what is the conditional probability of P(America | ch) and P(America | jp)? Books Words Class (Label) Training 1 Chinese Beijing ch Chinese 2 Chinese Chinese ch Shanghai 3 Chinese America ch 4 Tokyo Japan Chinese ip Test 5 America Chinese
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