Run
7922172

Run 7922172

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 10-09-2017 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)_eta0.316007170649522
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight2.8965658392887
mlr.classif.xgboost(9)_subsample0.666567764431238
mlr.classif.xgboost(9)_colsample_bytree0.904055794933811
mlr.classif.xgboost(9)_colsample_bylevel0.623241142369807
mlr.classif.xgboost(9)_lambda104.315182869873
mlr.classif.xgboost(9)_alpha0.250170142959589
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1035
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
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
232.0189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2961
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8819
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8819
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7302
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1341.8131
UserCPU time millis
24.347
UserCPU time millis testing
0.194
UserCPU time millis training
24.153