Run
7013026

Run 7013026

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)_eta0.00783498531394079
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight2.39391551628103
mlr.classif.xgboost(9)_subsample0.537597255548462
mlr.classif.xgboost(9)_colsample_bytree0.276776920072734
mlr.classif.xgboost(9)_colsample_bylevel0.64035711903125
mlr.classif.xgboost(9)_lambda0.0223040971520608
mlr.classif.xgboost(9)_alpha0.00876222993590205
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds589
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
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2386.0073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0725
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
0.9662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4737
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.1921
UserCPU time millis
2211.95
UserCPU time millis testing
1.926
UserCPU time millis training
2210.024