What is the probabilistic model?

Information Retrieval Questions



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What is the probabilistic model?

The probabilistic model is a statistical approach used in information retrieval to estimate the relevance of documents to a given query. It calculates the probability that a document is relevant based on various factors such as term frequency, document length, and collection statistics. This model assumes that the relevance of a document is a probabilistic event and aims to rank documents based on their likelihood of being relevant to the query.