Run
6651748

Run 6651748

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)_eta0.0141928001896105
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight10.5349528357319
mlr.classif.xgboost(9)_subsample0.65719219984021
mlr.classif.xgboost(9)_colsample_bytree0.79736983962357
mlr.classif.xgboost(9)_colsample_bylevel0.841976035153493
mlr.classif.xgboost(9)_lambda0.0118039930420317
mlr.classif.xgboost(9)_alpha0.00830873488489452
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1708
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
0.9711
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8236
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2328.2663
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0694
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
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2879
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5132
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.5717
UserCPU time millis
10544.022
UserCPU time millis testing
2.535
UserCPU time millis training
10541.487