Run
6236587

Run 6236587

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 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)_eta0.0788307277637437
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight23.4454665930331
mlr.classif.xgboost(9)_subsample0.487910436815582
mlr.classif.xgboost(9)_colsample_bytree0.678370861336589
mlr.classif.xgboost(9)_colsample_bylevel0.924571311799809
mlr.classif.xgboost(9)_lambda0.315375423784931
mlr.classif.xgboost(9)_alpha35.9081279823586
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1763
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
0.8438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9081
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5766
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1013.282
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1678
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
0.9251
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.921
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.921
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1238.7261
UserCPU time millis
4449.213
UserCPU time millis testing
1.771
UserCPU time millis training
4447.442