Run
7083584

Run 7083584

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)_eta0.175612214795868
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight10.3051376972471
mlr.classif.xgboost(9)_subsample0.381403814000078
mlr.classif.xgboost(9)_colsample_bytree0.917530917562544
mlr.classif.xgboost(9)_colsample_bylevel0.651796661550179
mlr.classif.xgboost(9)_lambda24.9566172011665
mlr.classif.xgboost(9)_alpha0.00102657153657272
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3555
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
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8126
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2239.7493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0733
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
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3043
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1878
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5412
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.2881
UserCPU time millis
11669.914
UserCPU time millis testing
3.399
UserCPU time millis training
11666.515