Run
2281735

Run 2281735

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)_cost0.00288798013711991
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
0.5441
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.624
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
200.8605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4282
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
0.7428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6706
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.6706
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.867
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9321
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.3223
UserCPU time millis
2.108
UserCPU time millis testing
0.038
UserCPU time millis training
2.07