Run
6239522

Run 6239522

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-08-2017 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)_eta0.00253002920980537
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight58.9287791070435
mlr.classif.xgboost(9)_subsample0.942180106206797
mlr.classif.xgboost(9)_colsample_bytree0.409911792026833
mlr.classif.xgboost(9)_colsample_bylevel0.52958415960893
mlr.classif.xgboost(9)_lambda0.0892487014063318
mlr.classif.xgboost(9)_alpha1.01066353336043
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3812
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
0.4566
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4817
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.6169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.482
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.482
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0008
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0008
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1316.4647
UserCPU time millis
36.293
UserCPU time millis testing
0.217
UserCPU time millis training
36.076