Run
6200990

Run 6200990

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-08-2017 by OpenML_Bot R
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit44
mlr.classif.rpart(29)_minbucket55
mlr.classif.rpart(29)_cp0.661827763309702
mlr.classif.rpart(29)_maxdepth15
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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
0.7979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4795
Cross-validation details (10-fold Crossvalidation)
KB relative information score
492.493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3302
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
0.7558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7493
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7493
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6687
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8321
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.1336
UserCPU time millis
0.076
UserCPU time millis testing
0.014
UserCPU time millis training
0.062