Run
7922922

Run 7922922

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 10-09-2017 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)_eta0.077739387460435
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight2.12872977722969
mlr.classif.xgboost(9)_subsample0.354386172792874
mlr.classif.xgboost(9)_colsample_bytree0.976929496508092
mlr.classif.xgboost(9)_colsample_bylevel0.387941561173648
mlr.classif.xgboost(9)_lambda0.552790379276955
mlr.classif.xgboost(9)_alpha0.446267091109949
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3840
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
0.9999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9777
Cross-validation details (10-fold Crossvalidation)
KB relative information score
451.4703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.99
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3071
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1783
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3757
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1340.8629
UserCPU time millis
63.326
UserCPU time millis testing
0.608
UserCPU time millis training
62.718