Run
7026992

Run 7026992

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 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)_eta0.00933811413854757
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight3.82160211667208
mlr.classif.xgboost(9)_subsample0.651242570322938
mlr.classif.xgboost(9)_colsample_bytree0.279093907214701
mlr.classif.xgboost(9)_colsample_bylevel0.0969958992209285
mlr.classif.xgboost(9)_lambda0.0113141684925322
mlr.classif.xgboost(9)_alpha0.0043497108300781
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3973
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
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.815
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2339.08
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0722
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
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.96
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2998
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5054
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.8762
UserCPU time millis
6170.695
UserCPU time millis testing
3.664
UserCPU time millis training
6167.031