Run
5916793

Run 5916793

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)_cost0.0376733610151772
mlr.classif.svm(6)_gamma0.0034102482831641
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
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8459
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6923
Cross-validation details (10-fold Crossvalidation)
KB relative information score
860.6168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1904
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
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3296
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6633
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1335.2216
UserCPU time millis
5.083
UserCPU time millis testing
0.096
UserCPU time millis training
4.987