All functions
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banana banana_orig
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Binary banana dataset |
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ecoli1
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Imbalanced binary ecoli protein localization sites |
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glass0
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Imbalanced binary glass identification |
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haberman
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Haberman's survival data |
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imbalance
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imabalance: A package to treat imbalanced datasets |
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imbalanceRatio()
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Compute imbalance ratio of a binary dataset |
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iris0
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Imbalanced binary iris dataset |
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mwmote()
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Majority weighted minority oversampling technique for imbalance dataset
learning |
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neater()
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Fitering of oversampled data based on non-cooperative game theory |
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newthyroid1
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Imbalanced binary thyroid gland data |
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oversample()
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Wrapper that encapsulates a collection of algorithms to perform a class
balancing preprocessing task for binary class datasets |
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pdfos()
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Probability density function estimation based oversampling |
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plotComparison()
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Plots comparison between the original and the new balanced dataset. |
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racog()
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Rapidly converging Gibbs algorithm. |
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rwo()
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Random walk oversampling |
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trainWrapper()
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Generic methods to train classifiers |
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wisconsin
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Imbalanced binary breast cancer Wisconsin dataset |
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wracog()
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Wrapper for rapidly converging Gibbs algorithm. |
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yeast4
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Imbalanced binary yeast protein localization sites |