Run
6442324

Run 6442324

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 29-08-2017 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)_eta0.00764667310789076
mlr.classif.xgboost(9)_subsample0.62482177070342
mlr.classif.xgboost(9)_lambda176.787590913335
mlr.classif.xgboost(9)_alpha0.00551061633868745
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2276
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
0.9337
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6553
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1565.6905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1312
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
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9311
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5444
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6764
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.2034
UserCPU time millis
4918.125
UserCPU time millis testing
1.045
UserCPU time millis training
4917.08