Run
7929180

Run 7929180

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)_eta0.295828923040089
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight6.19734371077606
mlr.classif.xgboost(9)_subsample0.510027401987463
mlr.classif.xgboost(9)_colsample_bytree0.433906892081723
mlr.classif.xgboost(9)_colsample_bylevel0.184858633903787
mlr.classif.xgboost(9)_lambda16.4488635308574
mlr.classif.xgboost(9)_alpha5.14231868906943
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3744
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
0.7187
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0614
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.1746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4207
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
0.4798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6156
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6156
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9548
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1309.6025
UserCPU time millis
35.92
UserCPU time millis testing
0.264
UserCPU time millis training
35.656