Run
7301197

Run 7301197

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)_eta0.0696780724595471
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight14.623420680217
mlr.classif.xgboost(9)_subsample0.516788345039822
mlr.classif.xgboost(9)_colsample_bytree0.773311962606385
mlr.classif.xgboost(9)_colsample_bylevel0.373155773384497
mlr.classif.xgboost(9)_lambda22.03223149882
mlr.classif.xgboost(9)_alpha0.0483169516789556
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1032
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
0.9557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2068.2806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0894
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
0.9495
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.95
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5727
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1220.5926
UserCPU time millis
2582.466
UserCPU time millis testing
1.673
UserCPU time millis training
2580.793