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Probabilistic-Information-Retrieval

The project is about ranking documents from a Document Corpus based on a Probabilistic Information Retrieval Model. The ranking is done on the basis of the calculated ct values as below from the contigency table :

Contigency Table :

Screenshot 2022-08-27 at 4 06 10 PM

ct Values :

Screenshot 2022-08-27 at 4 07 25 PM

The user enters keywords and the related documents for the same are shown to the user based on the order of relevance.

Example 1 :


Screenshot 2022-08-27 at 4 11 35 PM

Example 2 :


Screenshot 2022-08-27 at 4 21 15 PM

2 Minute Demo Video Link : https://drive.google.com/file/d/1SvkvopSsPhf2iFNu33BS_Ftwz339EvFb/view?usp=sharing

Probabilistic Information Retrieval Model

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