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Machine Learning with Oversampling and Undersampling Techniques: Overview Study and Experimental Results

International Conference on Information, Communications and Signal Processing, 2020
Data imbalance in Machine Learning refers to an unequal distribution of classes within a dataset. This issue is encountered mostly in classification tasks in which the distribution of classes or labels in a given dataset is not uniform.
Roweida Mohammed   +2 more
semanticscholar   +1 more source

Experimental Study Designs

Headache: The Journal of Head and Face Pain, 2020
openaire   +2 more sources

Influence of Tunnel Axis Stress on Strainburst: An Experimental Study

Rock Mechanics and Rock Engineering, 2017
Guo-shao Su   +3 more
semanticscholar   +1 more source

Experimental Studies

American Journal of Ophthalmology, 1955
openaire   +2 more sources

Auxetic nail: Design and experimental study

, 2018
X. Ren   +5 more
semanticscholar   +1 more source

EXPERIMENTAL STUDY

Plastic and Reconstructive Surgery, 1994
K. Wong, Rony Moscona
openaire   +1 more source

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