GradientBoosted

Gradient-Boosted Trees: To Early Stop or To not Early Stop?

Leveraging early stopping for LightGBM, XGBoost, and CatBoostResults confirm the second a part of my hypothesis: . Using this strategy — even with a high patience value of 100 iterations — , from 122...

Gradient-Boosted Trees: To Early Stop or To not Early Stop?

Leveraging early stopping for LightGBM, XGBoost, and CatBoostResults confirm the second a part of my hypothesis: training times are substantially inferior when using early stopping. Using this strategy — even with a high patience...

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