Run
7542280

Run 7542280

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.0177663639354048
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight25.4348926561072
mlr.classif.xgboost(9)_subsample0.774228409770876
mlr.classif.xgboost(9)_colsample_bytree0.978855005931109
mlr.classif.xgboost(9)_colsample_bylevel0.574388134293258
mlr.classif.xgboost(9)_lambda0.71442959592785
mlr.classif.xgboost(9)_alpha0.106672605495743
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3441
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
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7463
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2012.6699
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0909
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
0.9445
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9457
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9457
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5838
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.5561
UserCPU time millis
14989.209
UserCPU time millis testing
3.574
UserCPU time millis training
14985.635