Run
6843818

Run 6843818

Task 6566 (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)_boostergblinear
mlr.classif.xgboost(9)_eta0.0969256384653213
mlr.classif.xgboost(9)_subsample0.97204039087519
mlr.classif.xgboost(9)_lambda0.0168724572573373
mlr.classif.xgboost(9)_alpha7.34130821470876
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2226
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
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8176
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2246.5742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0793
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
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.96
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.329
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1836
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5291
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.184
UserCPU time millis
4742.649
UserCPU time millis testing
0.831
UserCPU time millis training
4741.818