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#tabpfn — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #tabpfn, aggregated by home.social.

  1. Tyler James Burch @tylerjburch ·

    Been expanding work benchmarking against more standard classification methods.

    Here’s a comparison of training accuracy on Census data as a function of training set size. produces equal accuracy to TabPFN’s max training size using just 500 records - half(!) as many!

    XGB does 1.5% better on an equal training set size (1024), and 5% better using the full data (30k points).

    #tabpfn #tabular #xgboost #datascience #machinelearnning
  2. Tyler James Burch @[email protected] ·

    Been expanding work benchmarking #TabPFN against more standard #tabular classification methods.

    Here’s a comparison of training accuracy on Census data as a function of training set size. #XGBoost produces equal accuracy to TabPFN’s max training size using just 500 records - half(!) as many!

    XGB does 1.5% better on an equal training set size (1024), and 5% better using the full data (30k points).

    #DataScience #MachineLearnning

    #machinelearnning #datascience #xgboost #tabular #tabpfn