Isolation-Based Outlier Detection


[Up] [Top]

Documentation for package ‘isotree’ version 0.2.7

Help Pages

add.isolation.tree Add additional (single) tree to isolation forest model
append.trees Append isolation trees from one model into another
deepcopy.isotree Deep-Copy an Isolation Forest Model Object
export.isotree.model Export Isolation Forest model
get.num.nodes Get Number of Nodes per Tree
isolation.forest Create Isolation Forest Model
isotree.to.sql Generate SQL statements from Isolation Forest model
load.isotree.model Load an Isolation Forest model exported from Python
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
unpack.isolation.forest Unpack isolation forest model after de-serializing