Run
6770997

Run 6770997

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)_eta0.0083648748878864
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight34.1895520414717
mlr.classif.xgboost(9)_subsample0.633680438622832
mlr.classif.xgboost(9)_colsample_bytree0.749983805930242
mlr.classif.xgboost(9)_colsample_bylevel0.532163591822609
mlr.classif.xgboost(9)_lambda27.2689865940569
mlr.classif.xgboost(9)_alpha10.011884951102
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3396
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
0.8814
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6054
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1288.9002
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1413
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
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9235
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9235
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7363
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.0857
UserCPU time millis
10099.497
UserCPU time millis testing
3.298
UserCPU time millis training
10096.199