Run
4369521

Run 4369521

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 05-07-2017 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)_eta0.786455578007578
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight1.39366509825573
mlr.classif.xgboost(9)_subsample0.365206145285629
mlr.classif.xgboost(9)_colsample_bytree0.892294686986133
mlr.classif.xgboost(9)_colsample_bylevel0.915796183981001
mlr.classif.xgboost(9)_lambda0.0267881970773072
mlr.classif.xgboost(9)_alpha2.51049999440296
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1704
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
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
511.0855
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0467
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9893
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9892
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0936
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2417
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.349
UserCPU time millis
19.409
UserCPU time millis testing
0.102
UserCPU time millis training
19.307