#machinelearnning — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #machinelearnning, aggregated by home.social.
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http://www.rizbicki.ufscar.br/ame/
Izbicki, R. e Santos, T. M. dos. Aprendizado de máquina: uma abordagem estatística. 1ᵃ edição. 2020. 272 páginas. ISBN: 978-65-00-02410-4 #AprendizadoDeMaquina #MachineLearnning -
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).
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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).