Run
7094849

Run 7094849

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)_eta0.266328849018147
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight1.43180597470109
mlr.classif.xgboost(9)_subsample0.527158792503178
mlr.classif.xgboost(9)_colsample_bytree0.0679021773394197
mlr.classif.xgboost(9)_colsample_bylevel0.460213645594195
mlr.classif.xgboost(9)_lambda0.248565910778102
mlr.classif.xgboost(9)_alpha2.90063688882227
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds717
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
0.9694
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9673
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2511.5042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0584
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
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4655
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1228.7321
UserCPU time millis
1077.964
UserCPU time millis testing
1.309
UserCPU time millis training
1076.655