Run
6335447

Run 6335447

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 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)_eta0.366624409892522
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight4.47821513682862
mlr.classif.xgboost(9)_subsample0.10384032567963
mlr.classif.xgboost(9)_colsample_bytree0.209618175402284
mlr.classif.xgboost(9)_colsample_bylevel0.803169417893514
mlr.classif.xgboost(9)_lambda0.919350707341742
mlr.classif.xgboost(9)_alpha0.00180923874604796
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1941
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
0.9321
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1920.585
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0929
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
0.9406
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9427
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6307
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.5598
UserCPU time millis
3318.238
UserCPU time millis testing
1.747
UserCPU time millis training
3316.491