Run
6356247

Run 6356247

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)_eta0.00115754573272284
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight64.8534648478768
mlr.classif.xgboost(9)_subsample0.220033076219261
mlr.classif.xgboost(9)_colsample_bytree0.800207793712616
mlr.classif.xgboost(9)_colsample_bylevel0.524303322657943
mlr.classif.xgboost(9)_lambda800.757324953227
mlr.classif.xgboost(9)_alpha0.0302340804493058
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2876
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3333
Per class
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5
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
0.25
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.8064
UserCPU time millis
26.351
UserCPU time millis testing
0.151
UserCPU time millis training
26.2