Explainable Outlier Detection Through Decision Tree Conditioning

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Documentation for package ‘outliertree’ version 1.3.0

Help Pages

check.outlierness.bounds Check values that could potentially flag an observation as outlier
extract.training.outliers Extract outliers found in training data
hypothyroid Data about thyroid hormones for anonymous patients
outlier.tree Outlier Tree
predict.outliertree Predict method for Outlier Tree
print.outlieroutputs Print outliers in human-readable format
print.outliertree Print summary information from Outlier Tree model
summary.outlieroutputs Print outliers in human-readable format
summary.outliertree Print summary information from Outlier Tree model
unpack.outlier.tree Unpack Outlier Tree model after de-serializing