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Leveraging Sampling Schemes on Skewed Class Distribution to Enhance Male Fertility Detection with Ensemble AI Learners.
Debasmita Ghosh Roy
P. A. Alvi
KC Santosh
Published in:
Int. J. Pattern Recognit. Artif. Intell. (2024)
Keyphrases
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class distribution
imbalanced data
highly skewed
training set
training data
base classifiers
majority class
cost sensitive
highly imbalanced
class imbalance
minority class
test set
misclassification costs
imbalanced class distribution
learning environment
base learners
imbalanced datasets
training examples
training samples
class labels
concept drift
unlabeled data
cost sensitive learning
sampling methods
ensemble methods
classification error
ensemble learning
random sampling
statistically significant
supervised learning
multi class
decision trees
learning algorithm
test data
classification accuracy
bayesian networks
e learning