OpenML
5920244

Run 5920244

Task 145834 (Supervised Classification) banknote-authentication Uploaded 13-07-2017 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)_cost2.54330143012971
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree2
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
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7769
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5476
Cross-validation details (10-fold Crossvalidation)
KB relative information score
410.8328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3672
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
0.7874
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7435
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4195
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8442
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1314.7055
UserCPU time millis
2.565
UserCPU time millis testing
0.036
UserCPU time millis training
2.529