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Journal of Big Data

Table 19 From [2], showing the mean tree construction time in seconds

From: CatBoost for big data: an interdisciplinary review

 

Time per tree

CatBoost Plain

1.1 s

CatBoost Ordered

1.9 s

XGBoost

3.9 s

LightGBM

1.1 s

  1. Italic text from the original work, indicates shortest tree construction time
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