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automl / TabPFN

Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.
http://priorlabs.ai
Apache License 2.0
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N_ensemble_configurations default value #19

Closed ghost closed 1 year ago

ghost commented 1 year ago

What is N_ensemble_configurations default value? Should this parameter be tuned?

Also, is there a list of all TabPFNClassifier parameters?

noahho commented 1 year ago

The default value is 3. It is not something that should be tuned depending on your use case. Generally, the more ensembles you use, the better the result (limited however up to sth like 30). At the same time, it will take longer to generate results (approximately linear with N_ensemble_configurations).