Run
5852375

Run 5852375

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 13-07-2017 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)_eta0.0789827446521483
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight16.9737708112558
mlr.classif.xgboost(9)_subsample0.414411276997998
mlr.classif.xgboost(9)_colsample_bytree0.555904354900122
mlr.classif.xgboost(9)_colsample_bylevel0.227810630574822
mlr.classif.xgboost(9)_lambda242.080410999237
mlr.classif.xgboost(9)_alpha26.5742204805698
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4512
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
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.794
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5939
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.3296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4683
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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.7996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.938
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4704
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9416
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.7405
UserCPU time millis
40.505
UserCPU time millis testing
0.261
UserCPU time millis training
40.244