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May 27, 2010 · This work is focused on presenting a survey of the main instance selection methods reported in the literature.
Oct 22, 2024 · This work is focused on presenting a survey of the main instance selection methods reported in the literature.
May 27, 2010 · Through instance selection the training set is reduced which allows reducing runtimes in the classification and/or training stages of ...
This work is focused on presenting a survey of the main instance selection methods reported in the literature, and shows how the training set is reduced ...
This work is focused on presenting a survey of the main instance selection methods reported in the literature. In supervised learning, a training set providing ...
A review of instance selection methods - University of Surrey - Journal article.
Dec 31, 2022 · We survey classical and recent state-of-the-art IS techniques and provide a scientifically sound comparison of IS methods applied to an essential natural ...
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What is instance selection?
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This work is focused on presenting a survey of the main instance selection methods reported in the literature. In supervised learning, a training set providing ...
May 27, 2010 · The aim of this work is to present a review of instance selection methods, describing their main characteristics.
Nov 21, 2024 · This paper examines the predictive performance of fifteen benchmark instance selection methods for text classification domain. The instance ...