Run
7927718

Run 7927718

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)_eta0.0010597152328387
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight9.02177670815048
mlr.classif.xgboost(9)_subsample0.486375441914424
mlr.classif.xgboost(9)_colsample_bytree0.788697443669662
mlr.classif.xgboost(9)_colsample_bylevel0.550582924392074
mlr.classif.xgboost(9)_lambda0.00597951786846452
mlr.classif.xgboost(9)_alpha0.0664284549152295
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4315
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
0.7398
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5009
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0801
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.6498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4229
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
0.4222
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
0.9384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9544
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1332.8659
UserCPU time millis
79.03
UserCPU time millis testing
0.663
UserCPU time millis training
78.367