Run
6899670

Run 6899670

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.00370662607547973
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight3.01645996372635
mlr.classif.xgboost(9)_subsample0.804285943461582
mlr.classif.xgboost(9)_colsample_bytree0.145353812258691
mlr.classif.xgboost(9)_colsample_bylevel0.961996053345501
mlr.classif.xgboost(9)_lambda70.8691043609014
mlr.classif.xgboost(9)_alpha0.0340879348792411
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3729
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
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7696
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2107.924
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0953
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
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3954
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.559
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.9869
UserCPU time millis
9964.811
UserCPU time millis testing
5.432
UserCPU time millis training
9959.379