Run
6926086

Run 6926086

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)_eta0.0670345211895365
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight1.54417273620608
mlr.classif.xgboost(9)_subsample0.865753551619127
mlr.classif.xgboost(9)_colsample_bytree0.688603861723095
mlr.classif.xgboost(9)_colsample_bylevel0.184361084131524
mlr.classif.xgboost(9)_lambda0.0350504818955384
mlr.classif.xgboost(9)_alpha0.503844869327884
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds209
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
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9015
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2691.6895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0434
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
0.9769
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9771
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.414
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.626
UserCPU time millis
675.847
UserCPU time millis testing
1.24
UserCPU time millis training
674.607