Run
5916767

Run 5916767

Task 145834 (Supervised Classification) banknote-authentication Uploaded 13-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot18 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.0016472849541942
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
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.86
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1125.0514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.094
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
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9308
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1904
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.435
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.3902
UserCPU time millis
1.49
UserCPU time millis testing
0.032
UserCPU time millis training
1.458