Run
6683737

Run 6683737

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 31-08-2017 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)_boostergblinear
mlr.classif.xgboost(9)_eta0.240625776822649
mlr.classif.xgboost(9)_subsample0.162034345301799
mlr.classif.xgboost(9)_lambda0.383319240001754
mlr.classif.xgboost(9)_alpha13.1806301367546
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds691
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
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2055.8263
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0942
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
0.95
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.577
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.9497
UserCPU time millis
1538.546
UserCPU time millis testing
0.999
UserCPU time millis training
1537.547