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use the data below to calculate the log-likelihood ratio for the message act now for a chance to win. Give your answer to 2 decimal

use the data below to calculate the log-likelihood ratio for the message "act now for a chance to win". Give your answer to 2 decimal places.

Number of Spam documents: 100

Number of Ham documents: 1000

Token

Number of Spam documents token appears in

Number of Ham documents token appears in

act 9 88
now 21 213
for 24 238
a 37 401
chance 12 48
to 40 397
win 13 24

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