Sentence examples for relevance models from inspiring English sources

Classifiers chain and binary relevance models were built using an in-house script using the scikit-learn python library [27] version 0.16.1.

And, then, we design a specially tailored algorithm centred on getting rid of those unpopular products based on item relevance models.

In the language modeling framework this has been modeled as relevance models.

In this case different representations (text and MeSH) are used, this relates to cross-lingual relevance models in which query and documents are formulated in different languages (Lavrenko et al., 2002).

The University of DELaware the MiXture relevance model (UDELMX) [9] method has the best effect on all evaluation.

One of the models a Classifier Chain - was built to consider transporter (class) interaction, and a Binary Relevance model was used as the baseline model.

To choose an item for the given user, with probability p we use the decaying relevance model (which models global influence).

We're working on a search implementation that will enable readers to conduct searches across the entire network and retrieve results that have been weighted using a custom relevance model.

It has long been recognized that the primary obstacle to the effective performance of the probabilistic models is the need to estimate a relevance model.

And perhaps most crucially, results are no longer listed in dumb reverse chronological order but actually rise to the top based on their relevance to your query (Yahoo's relevance model, however, has indeed been tuned to highlight our freshest content about particular subjects, such as the iPhone or Facebook).

Using the approach developed here in a real-world biomedical search system would require training a relevance model for each searcher/information need, as the RefMed [ 28] system does.