Run
6954363

Run 6954363

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.348386189213695
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight1.49968999124285
mlr.classif.xgboost(9)_subsample0.807402935414575
mlr.classif.xgboost(9)_colsample_bytree0.378051375271752
mlr.classif.xgboost(9)_colsample_bylevel0.476760811638087
mlr.classif.xgboost(9)_lambda0.382462138332772
mlr.classif.xgboost(9)_alpha0.0503195441398717
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3439
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
0.9714
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8896
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2747.8201
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0329
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
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4396
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.5491
UserCPU time millis
8740.304
UserCPU time millis testing
4.84
UserCPU time millis training
8735.464