Run
7046615

Run 7046615

Task 6566 (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)_eta0.138595035213775
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight3.68561140301557
mlr.classif.xgboost(9)_subsample0.739697217359208
mlr.classif.xgboost(9)_colsample_bytree0.89996781363152
mlr.classif.xgboost(9)_colsample_bylevel0.23301187204197
mlr.classif.xgboost(9)_lambda205.135334258554
mlr.classif.xgboost(9)_alpha1.54019685549626
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds292
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
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8343
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2263.3255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0777
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
0.964
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9637
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3226
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1785
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5145
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.8657
UserCPU time millis
905.629
UserCPU time millis testing
1.197
UserCPU time millis training
904.432