Run
6243506

Run 6243506

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 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)_eta0.022424195427708
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight1.6127096643136
mlr.classif.xgboost(9)_subsample0.281511319964193
mlr.classif.xgboost(9)_colsample_bytree0.62419274286367
mlr.classif.xgboost(9)_colsample_bylevel0.49787236796692
mlr.classif.xgboost(9)_lambda0.00226188125526035
mlr.classif.xgboost(9)_alpha0.0025188558977435
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4625
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
0.9764
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2673.8498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.042
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
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4363
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.4588
UserCPU time millis
13506.964
UserCPU time millis testing
5.296
UserCPU time millis training
13501.668