Run
6357653

Run 6357653

Task 146064 (Supervised Classification) monks-problems-1 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)_eta0.00187891808929929
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight25.737839372004
mlr.classif.xgboost(9)_subsample0.603398320637643
mlr.classif.xgboost(9)_colsample_bytree0.194173025200143
mlr.classif.xgboost(9)_colsample_bylevel0.532588886795565
mlr.classif.xgboost(9)_lambda2.40451522589477
mlr.classif.xgboost(9)_alpha0.48327804709758
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3910
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
0.4224
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4577
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0827
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2.4995
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5016
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
0.4583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0034
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1301.0773
UserCPU time millis
36.474
UserCPU time millis testing
0.288
UserCPU time millis training
36.186