Run
5920193

Run 5920193

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)_cost0.00281871838488844
mlr.classif.svm(6)_kernellinear
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
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9086
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1217.6676
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0584
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
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9548
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3454
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1334.3822
UserCPU time millis
1.338
UserCPU time millis testing
0.029
UserCPU time millis training
1.309