Question

What is inverse document frequency?

Topic	Natural Language Processing (AI Domain)
Type	Short answer type
Class	10

Answer 1

To understand inverse document frequency, first we need to understand document frequency

Document Frequency is the number of documents in which the word occurs irrespective of how many times it has occurred in those documents

In the case of inverse document frequency, we need to put the document frequency in the denominator while the total number of documents is the numerator. For example, if the document frequency of the word “AMAN” is 2 in a particular document then its inverse document frequency will be 3/2. (Here no. of documents is 3)

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