Run
5920496

Run 5920496

Task 145834 (Supervised Classification) banknote-authentication Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot18 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost27.2892920108186
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree4
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
0.9644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8859
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7686
Cross-validation details (10-fold Crossvalidation)
KB relative information score
951.023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1615
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
0.8866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8863
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.277
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5575
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1317.5777
UserCPU time millis
9.524
UserCPU time millis testing
0.025
UserCPU time millis training
9.499