Comments (2)
Hello @gllg4009, good catch! We will add a function to directly export a JSON file from TreeFARMS.
Right now, you can manually export the JSON using the code below:
# Get the rashomon in a trie structure
trie = model.model_set.to_trie()
df = model.dataset
# Convert the trie to decision paths
feature_names = df.columns
decision_paths = timbertrek.transform_trie_to_rules(
trie,
df,
feature_names=feature_names,
)
# Save the decision paths in a JSON file
dump(decision_paths, open('./my-decision-paths.json', 'w'))
You then can drag the JSON file into https://poloclub.github.io/timbertrek/ to visualize it :)
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Lovely, thanks @xiaohk !
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