Run
6934443

Run 6934443

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)_eta0.0595153094671916
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight8.38346613368128
mlr.classif.xgboost(9)_subsample0.480853012856096
mlr.classif.xgboost(9)_colsample_bytree0.939072522101924
mlr.classif.xgboost(9)_colsample_bylevel0.322239857399836
mlr.classif.xgboost(9)_lambda0.0861008334162435
mlr.classif.xgboost(9)_alpha0.156737311843131
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3922
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
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8268
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2373.0577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0639
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
0.9601
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.961
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1764
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5083
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.1641
UserCPU time millis
9984.668
UserCPU time millis testing
3.684
UserCPU time millis training
9980.984