Run
7312179

Run 7312179

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 05-09-2017 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)_eta0.00305723828206011
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight18.105343356799
mlr.classif.xgboost(9)_subsample0.509272976848297
mlr.classif.xgboost(9)_colsample_bytree0.755946690915152
mlr.classif.xgboost(9)_colsample_bylevel0.0488166715949774
mlr.classif.xgboost(9)_lambda0.0368441534966751
mlr.classif.xgboost(9)_alpha0.134457560247941
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3082
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
0.9078
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4113
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1027.5419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1768
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
0.9098
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7338
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2711
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7813
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.6024
UserCPU time millis
4804.794
UserCPU time millis testing
2.714
UserCPU time millis training
4802.08