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Showing posts with the label Xgboost

Python Modify Os Path Variable

I am going to try and say this right but it's a bit outside my area of expertise. I am using th… Read more Python Modify Os Path Variable

How To Get Prediction P-values Of An Xgbclassifier?

I'd like to know how confident an XGBClassifier is for each prediction it makes. Is it possible… Read more How To Get Prediction P-values Of An Xgbclassifier?

How Can I Tell If H2o 3.11.0.266 Is Running With Gpus?

I've installed H2O 3.11.0.266 on a Ubuntu 16.04 with CUDA 8.0 and libcudnn.so.5.1.10 so I belie… Read more How Can I Tell If H2o 3.11.0.266 Is Running With Gpus?

Why Xgboost.cv And Sklearn.cross_val_score Give Different Results?

I'm trying to make a classifier on a data set. I first used XGBoost: import xgboost as xgb impo… Read more Why Xgboost.cv And Sklearn.cross_val_score Give Different Results?

Xgboost: Convert Dmatrix Into A Numpy.array

I'd like to inspect the DMatrix object. The documentation mentions the methods to get the numbe… Read more Xgboost: Convert Dmatrix Into A Numpy.array

Xgboost With Gridsearchcv, Scaling, Pca, And Early-stopping In Sklearn Pipeline

I want to combine a XGBoost model with input scaling and feature space reduction by PCA. In additio… Read more Xgboost With Gridsearchcv, Scaling, Pca, And Early-stopping In Sklearn Pipeline

Xgboost Predict Method Returns The Same Predicted Value For All Rows

I've created an xgboost classifier in Python: train is a pandas dataframe with 100k rows and 50… Read more Xgboost Predict Method Returns The Same Predicted Value For All Rows