Run
6356623

Run 6356623

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 29-08-2017 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)_eta0.143586332208525
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight6.9630802675626
mlr.classif.xgboost(9)_subsample0.716044666361995
mlr.classif.xgboost(9)_colsample_bytree0.270538105396554
mlr.classif.xgboost(9)_colsample_bylevel0.970065899193287
mlr.classif.xgboost(9)_lambda55.1421639925447
mlr.classif.xgboost(9)_alpha5.55732155358538
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2942
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
0.8279
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6655
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.2302
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8327
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6008
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6824
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.1496
UserCPU time millis
28.641
UserCPU time millis testing
0.202
UserCPU time millis training
28.439