Run
7004474

Run 7004474

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.348864134784986
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight2.52208903523566
mlr.classif.xgboost(9)_subsample0.195036061247811
mlr.classif.xgboost(9)_colsample_bytree0.175941290333867
mlr.classif.xgboost(9)_colsample_bylevel0.707660874351859
mlr.classif.xgboost(9)_lambda0.280754424270058
mlr.classif.xgboost(9)_alpha0.015233949319132
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1388
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8243
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2394.3944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0604
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2507
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1817
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5235
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.2323
UserCPU time millis
2295.255
UserCPU time millis testing
1.715
UserCPU time millis training
2293.54