Run
6290419

Run 6290419

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)_eta0.0376270429692002
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight13.0200677691944
mlr.classif.xgboost(9)_subsample0.506456333422102
mlr.classif.xgboost(9)_colsample_bytree0.347199690528214
mlr.classif.xgboost(9)_colsample_bylevel0.200674925697967
mlr.classif.xgboost(9)_lambda0.334590086012981
mlr.classif.xgboost(9)_alpha0.00146153141036684
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4018
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
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2091.6215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0884
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
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9506
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3668
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5691
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.8842
UserCPU time millis
6352.392
UserCPU time millis testing
2.943
UserCPU time millis training
6349.449