How to get feature importance in xgboost? - Stack Overflow
Jun 4, 2016 · 20 According to this post there 3 different ways to get feature importance from Xgboost: use built-in feature importance, use permutation based importance, use shap based …
multioutput regression by xgboost - Stack Overflow
Sep 16, 2016 · Is it possible to train a model by xgboost that has multiple continuous outputs (multi-regression)? What would be the objective of training such a model?
XGBoost Categorical Variables: Dummification vs encoding
Dec 14, 2015 · "When using XGBoost we need to convert categorical variables into numeric." Not always, no. If booster=='gbtree' (the default), then XGBoost can handle categorical variables …
How to check if XGBoost uses the GPU - Stack Overflow
Dec 28, 2021 · For Tensorflow I can check this with tf.config.list_physical_devices(). For XGBoost I've so far checked it by looking at GPU utilization (nvdidia-smi) while running my software. But …
Cannot import xgboost in Jupyter notebook - Stack Overflow
Jul 1, 2017 · import sys !{sys.executable} -m pip install xgboost This allows the package to be installed with right on Jupyter notebook.
How to adjust probability threhold in XGBoost classifier when …
Apr 10, 2019 · I have a question about xgboost classifier with sklearn API. It seems it has a parameter to tell how much probability should be returned as True, but i can't find it. Normally, …
ImportError: No module named xgboost - Stack Overflow
ImportError: No module named 'xgboost.xgbclassifier', I tried using your command, it returned this.
Shap summary plots for XGBoost with categorical data inputs
Mar 31, 2023 · XGBoost supports inputting features as categories directly, which is very useful when there are a lot of categorical variables. This doesn't seem to be compatible with Shap: …
XGBoost: Check failed: valid: Input data contains `inf` or `nan`
Jun 15, 2021 · use xgboost.DMatrix check every columns,try to turn data to xgboost.DMatrix,if turn failed,get turn error column data's value_counts for find abnormal data in this column
XGBoost for multiclassification and imbalanced data
Jun 7, 2021 · XGBoost for multiclassification and imbalanced data Asked 4 years, 4 months ago Modified 3 years, 2 months ago Viewed 27k times