Run
2281733

Run 2281733

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)_cost0.101286535356874
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
0.8067
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7111
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
422.9809
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3509
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
0.7343
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7223
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7223
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7104
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8399
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1878.1423
UserCPU time millis
1.809
UserCPU time millis testing
0.033
UserCPU time millis training
1.776