Random Over-Sampling Examples


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Documentation for package ‘ROSE’ version 0.0-4

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ROSE-package ROSE: Random Over-Sampling Examples
accuracy.meas Metrics to evaluate a classifier accuracy in imbalanced learning
hacide.test Half circle filled data
hacide.train Half circle filled data
ovun.sample Over-sampling, under-sampling, combination of over- and under-sampling.
roc.curve ROC curve
ROSE Generation of synthetic data by Randomly Over Sampling Examples (ROSE)
ROSE.eval Evaluation of learner accuracy by ROSE
ROSEpack ROSE: Random Over-Sampling Examples