Run
6376080

Run 6376080

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)_eta0.161895813935952
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight10.0434874373218
mlr.classif.xgboost(9)_subsample0.69627451505512
mlr.classif.xgboost(9)_colsample_bytree0.388435721863061
mlr.classif.xgboost(9)_colsample_bylevel0.165692613925785
mlr.classif.xgboost(9)_lambda6.20763377419266
mlr.classif.xgboost(9)_alpha41.5262923723928
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds346
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
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5956
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1385.9819
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1511
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
0.9276
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9238
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.627
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2464
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7101
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.8726
UserCPU time millis
591.353
UserCPU time millis testing
1.417
UserCPU time millis training
589.936