Engineering
Engineering, 28.11.2019 01:31, Happygirl5715

Write a python function filterfun to classify an input message as spam or ham (not spam). in class, we went over how bayes' theorem can be used to obtain probabilities for a given message being spam or ham, based on the presence of particular words. here, we will do a simpler example based on numbers instead of words. similarly to the example in class, we will assume that numbers are conditionally independent, given the class (spam/ham) of email. input: message - a list of integers of length at least 1 and at most 100. this is the message we must classify as spam or ham. spam - a list of lists of integers that corresponds to messages we have classified as spam. each sub-list corresponds to a different message, all of which are known to be spam. length of spam will be at least 1. ham - a list of lists of integers that corresponds to messages we have classified as ham. each sub-list corresponds to a different message, all of which are known to be ham. length of ham will be at least 1. only consider each number once; do not double count if a number is repeated within a message. output: boolean (true/false) for whether the input message should be classified as spam. this should be based only on whether the message is more or less likely to be spam than ham. in the event of a tie, classify the message as spam.

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Write a python function filterfun to classify an input message as spam or ham (not spam). in class,...

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