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A study of data pre-processing techniques for imbalanced biomedical data classification.
Shigang Liu
Jun Zhang
Yang Xiang
Wanlei Zhou
Dongxi Xiang
Published in:
Int. J. Bioinform. Res. Appl. (2020)
Keyphrases
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data pre processing
biomedical data
preprocessing
supervised learning
knowledge driven
feature selection
decision trees
feature extraction
data analysis
classification accuracy
data preparation
data mining
support vector
data sets
feature space
dimension reduction
machine learning