Improving Class Imbalance Detection And Classification Performance: A New Potential of Combination Resample and Random Forest

Balancing; Classification (of information); Digital storage; Machine learning; Random forests; And machine learning; Class imbalance; Classification performance; Classification technique; Detection performance; Machine-learning; Misclassifications; Random forests; Resamples; Research focus; Data min...

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Bibliographic Details
Main Authors: Zakaria A.Z., Selamat A., Cheng L.K., Krejcar O.
Other Authors: 57210731675
Format: Conference Paper
Published: Institute of Electrical and Electronics Engineers Inc. 2023
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Summary:Balancing; Classification (of information); Digital storage; Machine learning; Random forests; And machine learning; Class imbalance; Classification performance; Classification technique; Detection performance; Machine-learning; Misclassifications; Random forests; Resamples; Research focus; Data mining