word including uplicate: number of words in the vocab cabulary but which have not oc ons.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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There exists a training set consisting of 100 documents for text classification consisting of two types of document +' and -'. 75 of the 100
the remaining are -'. The total number of words including duplicates in the +' documents is 150 and the total number
documents is 100. The number of words in the vocabulary is 1000. What classification is given to a
documents are +'
of words including duplicates in the -'
test text with 5 words consisting of words belonging to the vocabulary but which have not occurred in the training set at all using the Naïve
Bayes algorithm for text classification? Show detailed calculations.
Transcribed Image Text:There exists a training set consisting of 100 documents for text classification consisting of two types of document +' and -'. 75 of the 100 the remaining are -'. The total number of words including duplicates in the +' documents is 150 and the total number documents is 100. The number of words in the vocabulary is 1000. What classification is given to a documents are +' of words including duplicates in the -' test text with 5 words consisting of words belonging to the vocabulary but which have not occurred in the training set at all using the Naïve Bayes algorithm for text classification? Show detailed calculations.
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