Run
6823637

Run 6823637

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.0541549745532782
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight41.9280064305947
mlr.classif.xgboost(9)_subsample0.370718273194507
mlr.classif.xgboost(9)_colsample_bytree0.672319924458861
mlr.classif.xgboost(9)_colsample_bylevel0.628295251633972
mlr.classif.xgboost(9)_lambda6.03050436438627
mlr.classif.xgboost(9)_alpha0.0224180453606501
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1723
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
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
997.8556
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1562
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
0.9189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9216
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9216
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7671
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.2028
UserCPU time millis
4006.768
UserCPU time millis testing
1.75
UserCPU time millis training
4005.018