Isolation-Based Outlier Detection

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Documentation for package ‘isotree’ version 0.5.5

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isolation.forest Create Isolation Forest Model
isotree.add.tree Add additional (single) tree to isolation forest model
isotree.append.trees Append isolation trees from one model into another
isotree.deep.copy Deep-Copy an Isolation Forest Model Object
isotree.drop.imputer Drop Imputer Sub-Object from Isolation Forest Model Object
isotree.export.model Export Isolation Forest model
isotree.get.num.nodes Get Number of Nodes per Tree
isotree.import.model Load an Isolation Forest model exported from Python
isotree.restore.handle Unpack isolation forest model after de-serializing
isotree.subset.trees Subset trees of a given model
isotree.to.sql Generate SQL statements from Isolation Forest model
predict.isolation_forest Predict method for Isolation Forest
print.isolation_forest Print summary information from Isolation Forest model
summary.isolation_forest Print summary information from Isolation Forest model