Search Results for author: Manuele Bicego

Found 3 papers, 0 papers with code

Null/No Information Rate (NIR): a statistical test to assess if a classification accuracy is significant for a given problem

no code implementations9 Jun 2023 Manuele Bicego, Antonella Mensi

In many research contexts, especially in the biomedical field, after studying and developing a classification system a natural question arises: "Is this accuracy enough high?

Classification

Documents as multiple overlapping windows into grids of counts

no code implementations NeurIPS 2013 Alessandro Perina, Nebojsa Jojic, Manuele Bicego, Andrzej Truski

The counting grid \cite{cgUai} models this spatial metaphor literally: it is multidimensional grid of word distributions learned in such a way that a document's own distribution of features can be modeled as the sum of the histograms found in a window into the grid.

Document Classification Retrieval +1

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