Run
5851384

Run 5851384

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot25 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.320009885460711
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight1.31301504583491
mlr.classif.xgboost(9)_subsample0.583253121911548
mlr.classif.xgboost(9)_colsample_bytree0.208714408800006
mlr.classif.xgboost(9)_colsample_bylevel0.746396286413074
mlr.classif.xgboost(9)_lambda0.0819297322014835
mlr.classif.xgboost(9)_alpha0.172696522549821
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1359
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
0.9911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
521.1266
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0347
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
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0695
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2302
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1296.5626
UserCPU time millis
14.662
UserCPU time millis testing
0.133
UserCPU time millis training
14.529