Run
5847805

Run 5847805

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)_eta0.00158128365636798
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight7.54842630215682
mlr.classif.xgboost(9)_subsample0.595997514412738
mlr.classif.xgboost(9)_colsample_bytree0.347234129440039
mlr.classif.xgboost(9)_colsample_bylevel0.685203825356439
mlr.classif.xgboost(9)_lambda0.0426516642931286
mlr.classif.xgboost(9)_alpha1.1446349108545
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3445
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
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
377.1698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1907
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
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9639
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.382
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.226
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4524
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.4169
UserCPU time millis
46.086
UserCPU time millis testing
0.425
UserCPU time millis training
45.661