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Classification methods based on κ-logistic models
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DOI：10.1016/j.matcom.2025.07.001.png)
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Abstract
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• The κ-exponential function is a generalization of the exponential function. • κ-statistical theory finds applications in a significant number of fields. • κ-logistic classifiers can exhibit better performance than logistic classifiers. • Classical logistic regression is obtained when κ tends to zero.
Keywords:
κ-exponential
κ-statistical theory
κ-logistic classifier
logistic regression
generalization
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