Run
7133319

Run 7133319

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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)_eta0.0011725742962196
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight4.86541559081533
mlr.classif.xgboost(9)_subsample0.579019306320697
mlr.classif.xgboost(9)_colsample_bytree0.298281674040481
mlr.classif.xgboost(9)_colsample_bylevel0.615087954793125
mlr.classif.xgboost(9)_lambda0.761163514888609
mlr.classif.xgboost(9)_alpha0.251969500688515
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3412
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
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2114.1041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0953
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
0.9588
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3955
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5341
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.3032
UserCPU time millis
10074.611
UserCPU time millis testing
5.272
UserCPU time millis training
10069.339