Top "Xgboost" questions

XGBoost is a library for constructing boosted tree models in R, Python, Java, Scala, and C++. Use this tag for issues specific to the package (i.e. input/output, installation, functionality).

muti output regression in xgboost

Is it possible to train a model in Xgboost that have multiple continuous outputs (multi regression)? What would be the …

machine-learning random-forest xgboost
REAL() can only be applied to a 'numeric', not a 'integer'

Though question seems to be duplicate, i'm posting this as non of them gave a solution and relevant to my …

r data-manipulation xgboost
XGboost python - classifier class weight option?

Is there a way to set different class weights for xgboost classifier? For example in sklearn RandomForestClassifier this is done …

scikit-learn xgboost
How is the parameter "weight" (DMatrix) used in the gradient boosting procedure (xgboost)?

In xgboost it is possible to set the parameter weight for a DMatrix. This is apparently a list of weights …

xgboost
Xgboost-How to use "mae" as objective function?

I know xgboost need first gradient and second gradient, but anybody else has used "mae" as obj function?

machine-learning xgboost
XGBoost for multilabel classification?

Is it possible to use XGBoost for multi-label classification? Now I use OneVsRestClassifier over GradientBoostingClassifier from sklearn. It works, but …

python scikit-learn xgboost multilabel-classification
Tuning XGboost parameters In R

I am trying to tune parameters using the caret package in R but get a Error in train.default(x = …

r r-caret xgboost
What is the output of XGboost using 'rank:pairwise'?

I use the python implementation of XGBoost. One of the objectives is rank:pairwise and it minimizes the pairwise loss (…

xgboost
Understanding num_classes for xgboost in R

I'm having a lot of trouble figuring out how to correctly set the num_classes for xgboost. I've got an …

r xgboost
ValueError: multiclass format is not supported , xgboost

My first multiclass classication. I have values X and Y. Y have 5 values [0,1,2,3,4]. But i get this "multiclass format is …

python xgboost