Run
7012632

Run 7012632

Task 146085 (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)_eta0.00888950702323812
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight2.8934585514497
mlr.classif.xgboost(9)_subsample0.78727197649423
mlr.classif.xgboost(9)_colsample_bytree0.459465189836919
mlr.classif.xgboost(9)_colsample_bylevel0.207350315758958
mlr.classif.xgboost(9)_lambda33.8584667056026
mlr.classif.xgboost(9)_alpha0.0117043108839779
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1234
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
0.9611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2256.0695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0803
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
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1795
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5174
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1252.8225
UserCPU time millis
3015.609
UserCPU time millis testing
2.655
UserCPU time millis training
3012.954