Run
6682293

Run 6682293

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)_eta0.0146408521667196
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight4.29511085738946
mlr.classif.xgboost(9)_subsample0.565342913242057
mlr.classif.xgboost(9)_colsample_bytree0.676603232510388
mlr.classif.xgboost(9)_colsample_bylevel0.058138852706179
mlr.classif.xgboost(9)_lambda16.5316039678068
mlr.classif.xgboost(9)_alpha0.00207304411359743
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3686
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
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8057
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2179.3738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0826
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
0.9587
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3427
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1877
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.541
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.6062
UserCPU time millis
5613.898
UserCPU time millis testing
3.173
UserCPU time millis training
5610.725