Run
7124298

Run 7124298

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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)_eta0.0793077954904741
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight36.8643590536105
mlr.classif.xgboost(9)_subsample0.456268394645304
mlr.classif.xgboost(9)_colsample_bytree0.128968372475356
mlr.classif.xgboost(9)_colsample_bylevel0.904224508441985
mlr.classif.xgboost(9)_lambda29.3409693629607
mlr.classif.xgboost(9)_alpha0.00381665388821302
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3613
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
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9188
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6311
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1215.3943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1388
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
0.9291
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7329
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.8551
UserCPU time millis
5948.698
UserCPU time millis testing
2.508
UserCPU time millis training
5946.19