Dataset Shift with Outlier Scores

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Documentation for package ‘dsos’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

at_from_os	Asymptotic Test from Outlier Scores
at_oob	Asymptotic Test With Out-Of-Bag Scores
plot.outlier.test	Plot result of test for no adverse shift.
print.outlier.test	Print result of test for no adverse shift.
pt_from_os	Permutation Test from Outlier Scores
pt_oob	Permutation Test With Out-Of-Bag Scores
pt_refit	Permutation Test By Refitting
score_cp	Predict Class Probability (Sample Membership)
score_od	Predict Isolation Scores
score_rd	Predict Out-of-bag Errors (Residuals)
score_rue	Predict Resampling Uncertainty (Prediction Confidence)
split_cp	Split Samples And Predict Class Probability (Sample Membership)
wauc_from_os	Weighted AUC from Outlier Scores