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Firstly, thank you for this package.
I've discovered a couple of issues.
Using the example from the docs as a reprex:
forest <- randomForest::randomForest(Species ~ ., data = iris, localImp = TRUE)
explain_forest(forest, interactions = TRUE)
For me this produces the error Error in file(con, "w") : cannot open the connection
. I'm using randomForestExplainer_0.10.1
. Six images are produced in Your_forest_explained_files/figure-html
but not an HTML file.
Additionally, when setting the path
parameter:
- The function error if the given path doesn't exist
- The path must be absolute, or an error is produced. Would relative paths be possible?
- In the case that the given directory does exist, and is provided via an absolute path, the function doesn't use that path - it instead creates another directory in the parent directory with the same name as the provided directory with
_files
appended to the end.
Any resolve to these issues would be greatly appreciated.
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