Run
7480839

Run 7480839

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.00105772332677157
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight1.18013411227439
mlr.classif.xgboost(9)_subsample0.458630926045589
mlr.classif.xgboost(9)_colsample_bytree0.272515478078276
mlr.classif.xgboost(9)_colsample_bylevel0.952821005135775
mlr.classif.xgboost(9)_lambda0.282605474232361
mlr.classif.xgboost(9)_alpha0.220541290576785
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds630
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
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3165.9066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.297
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
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2328
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.0355
UserCPU time millis
3906.277
UserCPU time millis testing
2.555
UserCPU time millis training
3903.722