Run
6818201

Run 6818201

Task 6566 (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)_eta0.702470725204666
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight1.08011594747341
mlr.classif.xgboost(9)_subsample0.89599381017033
mlr.classif.xgboost(9)_colsample_bytree0.284333034651354
mlr.classif.xgboost(9)_colsample_bylevel0.994099576491863
mlr.classif.xgboost(9)_lambda0.0021336102426237
mlr.classif.xgboost(9)_alpha0.00127228035754414
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2936
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
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8688
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2709.1382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0347
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
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9695
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1441
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.163
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1251.6861
UserCPU time millis
6892.536
UserCPU time millis testing
2.971
UserCPU time millis training
6889.565