Run
7528324

Run 7528324

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.438908649663396
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight4.26059414898922
mlr.classif.xgboost(9)_subsample0.760346485301852
mlr.classif.xgboost(9)_colsample_bytree0.411527299322188
mlr.classif.xgboost(9)_colsample_bylevel0.588090809993446
mlr.classif.xgboost(9)_lambda14.0422632630587
mlr.classif.xgboost(9)_alpha0.0342026647302177
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds225
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
0.9745
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2548.8794
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0527
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
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2188
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4613
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.9348
UserCPU time millis
772.621
UserCPU time millis testing
1.407
UserCPU time millis training
771.214