Browsing by Author Oghenejokpeme I., Orhobor

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  • Authors: Oghenejokpeme I., Orhobor; Nastasiya F., Grinberg; Larisa N., Soldatova;  Advisor: -;  Co-Author: - (2023)

    We present an extension to the federated ensemble regression using classification algorithm, an ensemble learning algorithm for regression problems which leverages the distribution of the samples in a learning set to achieve improved performance. We evaluated the extension using four classifiers and four regressors, two discretizers, and 119 responses from a wide variety of datasets in different domains.