Run
6993721

Run 6993721

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 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)_eta0.0795428174335581
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight1.42470642315961
mlr.classif.xgboost(9)_subsample0.62167340926826
mlr.classif.xgboost(9)_colsample_bytree0.159187812823802
mlr.classif.xgboost(9)_colsample_bylevel0.970109829446301
mlr.classif.xgboost(9)_lambda0.00200518350889025
mlr.classif.xgboost(9)_alpha0.00794859762138076
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4670
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
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2737.1546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0349
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
0.9734
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4361
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.4987
UserCPU time millis
10959.377
UserCPU time millis testing
5.376
UserCPU time millis training
10954.001