Run
7137679

Run 7137679

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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)_eta0.00829994747888794
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight8.60852725537971
mlr.classif.xgboost(9)_subsample0.505596749344841
mlr.classif.xgboost(9)_colsample_bytree0.0742937452159822
mlr.classif.xgboost(9)_colsample_bylevel0.526784093584865
mlr.classif.xgboost(9)_lambda11.1739513816919
mlr.classif.xgboost(9)_alpha0.914603776881211
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1259
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
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.915
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1512.4762
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1451
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
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9262
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6021
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.692
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.0731
UserCPU time millis
1895.124
UserCPU time millis testing
1.634
UserCPU time millis training
1893.49