Run
6707913

Run 6707913

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.00183439402901073
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight25.9917509325286
mlr.classif.xgboost(9)_subsample0.850158136477694
mlr.classif.xgboost(9)_colsample_bytree0.463109774515033
mlr.classif.xgboost(9)_colsample_bylevel0.194183681858703
mlr.classif.xgboost(9)_lambda0.00957468402999717
mlr.classif.xgboost(9)_alpha0.0236831699563531
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2014
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
0.9406
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5979
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1277.8849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1638
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
0.9289
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2492
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7182
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.1395
UserCPU time millis
3577.7
UserCPU time millis testing
2.434
UserCPU time millis training
3575.266