Run
6781204

Run 6781204

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.0500346082939593
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight2.29317655291455
mlr.classif.xgboost(9)_subsample0.844423544267192
mlr.classif.xgboost(9)_colsample_bytree0.503574592061341
mlr.classif.xgboost(9)_colsample_bylevel0.121835065539926
mlr.classif.xgboost(9)_lambda0.00143865955235539
mlr.classif.xgboost(9)_alpha426.603407860354
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1799
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
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7953
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3221.9298
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3129
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
0.7396
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.86
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2989
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9882
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.5012
UserCPU time millis
2764.343
UserCPU time millis testing
1.612
UserCPU time millis training
2762.731