Run
6320325

Run 6320325

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)_eta0.0090926964570312
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight9.16875774570777
mlr.classif.xgboost(9)_subsample0.545725482935086
mlr.classif.xgboost(9)_colsample_bytree0.831860092235729
mlr.classif.xgboost(9)_colsample_bylevel0.289770229719579
mlr.classif.xgboost(9)_lambda0.0472559444170052
mlr.classif.xgboost(9)_alpha49.4725008005689
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds64
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
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0549
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4672.3346
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3632
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
0.883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.5076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3743
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0789
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1231.105
UserCPU time millis
184.94
UserCPU time millis testing
0.923
UserCPU time millis training
184.017