Run
2433982

Run 2433982

Task 10093 (Supervised Classification) banknote-authentication Uploaded 23-06-2017 by Janek Thomas
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Flow

mlr.classif.randomForest(29)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(29)_openml.seed1
mlr.classif.randomForest(29)_openml.kindMersenne-Twister
mlr.classif.randomForest(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.

20 Evaluation measures

Area under ROC curve
0.9944 ± 0.0053
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9942 ± 0.0057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9882 ± 0.0116
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1355.678 ± 1.5982
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0058 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9942 ± 0.0056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9942 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9942 ± 0.0058
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0118 ± 0.0117
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0764 ± 0.052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1537 ± 0.1046
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.92
UserCPU time millis testing
0.26
UserCPU time millis training
5.66