Run
7068058

Run 7068058

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 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)_eta0.11680904558372
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight20.9050025220829
mlr.classif.xgboost(9)_subsample0.432881960063241
mlr.classif.xgboost(9)_colsample_bytree0.755315785529092
mlr.classif.xgboost(9)_colsample_bylevel0.70757046667859
mlr.classif.xgboost(9)_lambda23.6204043831051
mlr.classif.xgboost(9)_alpha15.7943286609914
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2280
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
0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1331.6126
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1391
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
0.9245
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
0.5772
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2523
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7273
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.1541
UserCPU time millis
5551.525
UserCPU time millis testing
2.006
UserCPU time millis training
5549.519