Run
7373273

Run 7373273

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 06-09-2017 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)_eta0.00337931306475289
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight2.10300717356346
mlr.classif.xgboost(9)_subsample0.287165275542066
mlr.classif.xgboost(9)_colsample_bytree0.713950359961018
mlr.classif.xgboost(9)_colsample_bylevel0.789943562354892
mlr.classif.xgboost(9)_lambda2.06352550982314
mlr.classif.xgboost(9)_alpha0.32442794106731
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds289
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
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9519
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1509.2256
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2468
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
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9543
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9543
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0244
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2679
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7721
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1243.267
UserCPU time millis
1582.651
UserCPU time millis testing
1.298
UserCPU time millis training
1581.353