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tidymodels / applicable

Quantify extrapolation of new samples given a training set
https://applicable.tidymodels.org/
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isolation forests #19

Open topepo opened 3 years ago

topepo commented 3 years ago

We could add am ad_iso_forest() method that would use an isolation forest to find anomalies.

The isotree package has a lot of features but requires an additional serialization step to save the model. The isolation package might be the best approach.

Pinging: @kevin-m-kent

kevin-m-kent commented 3 years ago

Going to start working on this. Thanks Max for the nudge

JulienMouchninoCCI commented 3 months ago

Has the isolation forest model been implemented since?