Run
5918296

Run 5918296

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)_cost0.00215958096499299
mlr.classif.svm(6)_gamma47.6435681635931
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
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9156
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.832
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1133.1316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0858
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
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1738
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2476
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.7252
UserCPU time millis
6.011
UserCPU time millis testing
0.089
UserCPU time millis training
5.922