K Nearest Neighbor OveRsampling approach: An open source python package for data augmentation

K Nearest Neighbor OveRsampling approach: An open source python package for data augmentation

<p>Data is present in abundance, but the problem of imbalanced dataset crops up time and again, vexing classifiers and reducing accuracy. This paper introduces K Nearest Neighbor OveRsampling (KNNOR) Algorithm — a novel data augmentation technique that considers the distribution of data and ta...

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Bibliographic Details
Main Author: Ashhadul Islam (16869981) (author)
Other Authors: Samir Brahim Belhaouari (9427347) (author), Atiq Ur Rehman (8843024) (author), Halima Bensmail (10400) (author)
Published: 2022
Subjects:
Information and computing sciences
Artificial intelligence
Data management and data science
Machine learning
Data augmentation
Imbalanced data
Nearest neighbor
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