Feature selection in small databases: A medical-case study

Predictions made by using machine learning classification models are recurrent in many research fields for a variety of reasons. In some cases, feature selection can effi- ciently improve the accuracy of classifications, while reducing the computational requirements. However, some predictive studies...

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Bibliographic Details
Main Author: Soares, Inês (author)
Other Authors: Dias, Joana (author), Rocha, Humberto (author), Lopes, Maria do Carmo (author), Costa Ferreira, Brigida (author)
Format: bookPart
Language:eng
Published: 2021
Subjects:
Feature selection
Small databases
Classification radiotherapy
Xerostomia
Online Access:http://hdl.handle.net/10400.22/17495
Country:Portugal
Oai:oai:recipp.ipp.pt:10400.22/17495

Internet

http://hdl.handle.net/10400.22/17495

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