Run
7128270

Run 7128270

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)_eta0.754537204914836
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight1.45740659577877
mlr.classif.xgboost(9)_subsample0.359479339653626
mlr.classif.xgboost(9)_colsample_bytree0.100019884994254
mlr.classif.xgboost(9)_colsample_bylevel0.0960231055505574
mlr.classif.xgboost(9)_lambda1.44957033893609
mlr.classif.xgboost(9)_alpha0.023248580714799
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3248
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
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2549.176
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0514
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
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9689
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.163
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4698
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.7416
UserCPU time millis
4662.26
UserCPU time millis testing
2.498
UserCPU time millis training
4659.762