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knnAUC : k-nearest neighbors AUC test.
In the knnAUC framework, we first calculated the AUC estimator based on a k-nearest neighbors classifier, and then evaluate the significance of the AUC based statistic (Alternative hypothesis: AUC > 0.5, that is to say, X has prediction power for Y).
Features
- k-nearest neighbors
- AUC based statistic
- Nonlinear dependence between one continuous X and one binary Y
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