Run
6343392

Run 6343392

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)_eta0.269532418778915
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight9.48897735314872
mlr.classif.xgboost(9)_subsample0.543406430981122
mlr.classif.xgboost(9)_colsample_bytree0.325323657365516
mlr.classif.xgboost(9)_colsample_bylevel0.464451405918226
mlr.classif.xgboost(9)_lambda0.629886948002764
mlr.classif.xgboost(9)_alpha0.00637702842094765
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds281
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
0.9582
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2215.0502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0781
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
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9576
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3241
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1895
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5462
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.6794
UserCPU time millis
531.969
UserCPU time millis testing
1.14
UserCPU time millis training
530.829