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Critical Instances Removal based Under-Sampling (CIRUS): A solution for class imbalance problem.
Gillala Rekha
V. Krishna Reddy
Amit Kumar Tyagi
Published in:
Int. J. Hybrid Intell. Syst. (2020)
Keyphrases
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class imbalance
minority class
active learning
class distribution
imbalanced datasets
cost sensitive
sampling methods
class noise
cost sensitive learning
high dimensionality
concept drift
class imbalanced
feature extraction
feature selection
non stationary
k nearest neighbor
knn
majority class
optimal solution