Run
7228278

Run 7228278

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 05-09-2017 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)_eta0.829771709907769
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight23.3029062897077
mlr.classif.xgboost(9)_subsample0.365319405542687
mlr.classif.xgboost(9)_colsample_bytree0.102804179070517
mlr.classif.xgboost(9)_colsample_bylevel0.102906007086858
mlr.classif.xgboost(9)_lambda0.0493925172660886
mlr.classif.xgboost(9)_alpha0.059309555922467
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3978
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
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1382.5024
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1263
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
0.9192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9231
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9231
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5243
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7233
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.2827
UserCPU time millis
5683.321
UserCPU time millis testing
2.499
UserCPU time millis training
5680.822