Run
2281723

Run 2281723

Task 145834 (Supervised Classification) banknote-authentication Uploaded 20-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost31.1911710644163
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree4
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8911
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
959.71
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.158
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
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8914
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8914
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.32
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2751
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5536
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.6075
UserCPU time millis
5.635
UserCPU time millis testing
0.025
UserCPU time millis training
5.61