Run
5904789

Run 5904789

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 13-07-2017 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)_eta0.206525475712503
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight1.73484302558787
mlr.classif.xgboost(9)_subsample0.556438214634545
mlr.classif.xgboost(9)_colsample_bytree0.392565547022969
mlr.classif.xgboost(9)_colsample_bylevel0.696715208468959
mlr.classif.xgboost(9)_lambda7.07949613209107
mlr.classif.xgboost(9)_alpha185.442316347267
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds244
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
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8781
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-464.6376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2371
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
0.9093
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9841
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8145
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.6782
UserCPU time millis
522.407
UserCPU time millis testing
1.153
UserCPU time millis training
521.254