INVESTIGATING MACHINE LEARNING ALGORITHMS WITH IMBALANCED BIG DATA

Recent technological developments have engendered an expeditious production of big data and also enabled machine learning algorithms to produce high-performance models from such data. Nonetheless, class imbalance (in binary classifications) between the majority and minority classes in big data can s...

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Bibliographic Details
Other Authors: Hasanin, Tawfiq (author)
Format: Others
Language:English
Published: Florida Atlantic University
Subjects:
Online Access:http://purl.flvc.org/fau/fd/FA00013316