Run
6901898

Run 6901898

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_boostergblinear
mlr.classif.xgboost(9)_eta0.0588936070669001
mlr.classif.xgboost(9)_subsample0.445105703105219
mlr.classif.xgboost(9)_lambda92.0011519552801
mlr.classif.xgboost(9)_alpha107.441666060558
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3820
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
0.7812
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9046
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5674
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1102.6929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1547
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
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9152
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.642
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2737
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7888
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1256.8755
UserCPU time millis
8312.537
UserCPU time millis testing
0.836
UserCPU time millis training
8311.701