Run
1939766

Run 1939766

Task 10093 (Supervised Classification) banknote-authentication Uploaded 02-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(6)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(6)_eta0.0760856493481014
mlr.classif.xgboost(6)_max_depth14
mlr.classif.xgboost(6)_min_child_weight5.08886784508987
mlr.classif.xgboost(6)_subsample0.704795235116035
mlr.classif.xgboost(6)_colsample_bytree0.770705208182335
mlr.classif.xgboost(6)_colsample_bylevel0.828207349870354
mlr.classif.xgboost(6)_lambda0.0284431383099722
mlr.classif.xgboost(6)_alpha26.5417231514978
mlr.classif.xgboost(6)_nrounds2538
mlr.classif.xgboost(6)_verbose0
mlr.classif.xgboost(6)_openml.seed1
mlr.classif.xgboost(6)_openml.kindMersenne-Twister
mlr.classif.xgboost(6)_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
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1009.5041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.153
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2093
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4213
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.091
UserCPU time millis
9.703
UserCPU time millis testing
0.03
UserCPU time millis training
9.673