Run
7070160

Run 7070160

Task 6566 (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)_eta0.0239336543088889
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight66.3344190479295
mlr.classif.xgboost(9)_subsample0.842779098683968
mlr.classif.xgboost(9)_colsample_bytree0.303462798707187
mlr.classif.xgboost(9)_colsample_bylevel0.0906449011527002
mlr.classif.xgboost(9)_lambda0.0130905451863594
mlr.classif.xgboost(9)_alpha2.78167333633779
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3692
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
0.8247
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9097
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
971.9424
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1617
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
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9219
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6711
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7856
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.5807
UserCPU time millis
5397.132
UserCPU time millis testing
2.206
UserCPU time millis training
5394.926