OpenML
6239569

Run 6239569

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)_eta0.0053954913135456
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight1.52098470746616
mlr.classif.xgboost(9)_subsample0.949483517440967
mlr.classif.xgboost(9)_colsample_bytree0.455028234515339
mlr.classif.xgboost(9)_colsample_bylevel0.315046650124714
mlr.classif.xgboost(9)_lambda6.21305635286745
mlr.classif.xgboost(9)_alpha0.567801743496512
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds19
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
0.8834
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7.1213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4955
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
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8022
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8022
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.991
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4955
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9911
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1316.9936
UserCPU time millis
0.613
UserCPU time millis testing
0.014
UserCPU time millis training
0.599