Run
6371703

Run 6371703

Task 145854 (Supervised Classification) nomao 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)_eta0.00536770287312841
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight1.60711669710323
mlr.classif.xgboost(9)_subsample0.140845536976121
mlr.classif.xgboost(9)_colsample_bytree0.585899780737236
mlr.classif.xgboost(9)_colsample_bylevel0.482205212116241
mlr.classif.xgboost(9)_lambda247.801637081197
mlr.classif.xgboost(9)_alpha0.0554114407422629
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2180
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
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26652.0652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1009
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1979
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1245.6035
UserCPU time millis
11121.547
UserCPU time millis testing
42.731
UserCPU time millis training
11078.816