Run
7063868

Run 7063868

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)_eta0.166488263543715
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight2.97994635404623
mlr.classif.xgboost(9)_subsample0.897955166501924
mlr.classif.xgboost(9)_colsample_bytree0.787615279434249
mlr.classif.xgboost(9)_colsample_bylevel0.428712569875643
mlr.classif.xgboost(9)_lambda0.00521866082693658
mlr.classif.xgboost(9)_alpha0.0824686532975825
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4333
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
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8709
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2694.1821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0379
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
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4543
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.7824
UserCPU time millis
13379.044
UserCPU time millis testing
4.797
UserCPU time millis training
13374.247