Run
6960278

Run 6960278

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 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)_eta0.966345721948015
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight2.30271890915725
mlr.classif.xgboost(9)_subsample0.904420763556846
mlr.classif.xgboost(9)_colsample_bytree0.518315422115847
mlr.classif.xgboost(9)_colsample_bylevel0.0819495071191341
mlr.classif.xgboost(9)_lambda0.00497200726181655
mlr.classif.xgboost(9)_alpha0.0359072087901577
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2006
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
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.972
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2682.9332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0387
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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9726
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9726
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1541
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4441
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.762
UserCPU time millis
3082.758
UserCPU time millis testing
2.243
UserCPU time millis training
3080.515