Run
6809645

Run 6809645

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.311761062512664
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight3.02401382309956
mlr.classif.xgboost(9)_subsample0.387737624906003
mlr.classif.xgboost(9)_colsample_bytree0.0590119680855423
mlr.classif.xgboost(9)_colsample_bylevel0.299140482209623
mlr.classif.xgboost(9)_lambda0.178859625766107
mlr.classif.xgboost(9)_alpha0.00182319577329785
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds295
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
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8199
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2275.6885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0751
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
0.9604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3118
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1833
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5282
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.6405
UserCPU time millis
445.623
UserCPU time millis testing
1.039
UserCPU time millis training
444.584