Run
6357946

Run 6357946

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 29-08-2017 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)_eta0.645693050781914
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight1.02941628320191
mlr.classif.xgboost(9)_subsample0.702771303267218
mlr.classif.xgboost(9)_colsample_bytree0.0218244877178222
mlr.classif.xgboost(9)_colsample_bylevel0.992094578919932
mlr.classif.xgboost(9)_lambda0.113281462242072
mlr.classif.xgboost(9)_alpha0.00222087488293898
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4308
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
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2734.7291
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0349
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
0.9724
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1448
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.445
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.9375
UserCPU time millis
6165.208
UserCPU time millis testing
3.413
UserCPU time millis training
6161.795