Run
1928784

Run 1928784

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.rpart(31)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(31)_minsplit23
mlr.classif.rpart(31)_minbucket22
mlr.classif.rpart(31)_cp0.0191734035033733
mlr.classif.rpart(31)_maxdepth14
mlr.classif.rpart(31)_xval0
mlr.classif.rpart(31)_openml.seed1
mlr.classif.rpart(31)_openml.kindMersenne-Twister
mlr.classif.rpart(31)_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
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.848
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1051.1473
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1283
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
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9249
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2598
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.524
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1753.6457
UserCPU time millis
0.18
UserCPU time millis testing
0.013
UserCPU time millis training
0.167