Run
7159550

Run 7159550

Task 145834 (Supervised Classification) banknote-authentication Uploaded 04-09-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.0316328184102657
mlr.classif.svm(6)_gamma50.1829072022516
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(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
0.9979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8291
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1126.6856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0887
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
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.914
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.914
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1795
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.245
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.493
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1315.6806
UserCPU time millis
5.747
UserCPU time millis testing
0.087
UserCPU time millis training
5.66