Run
1815754

Run 1815754

Task 9991 (Supervised Classification) wholesale-customers Uploaded 09-09-2016 by Heidi Seibold
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Flow

mlr.classif.ksvm(3)Learner mlr.classif.ksvm from package(s) kernlab.
mlr.classif.ksvm(3)_typespoc-svc
mlr.classif.ksvm(3)_fitFALSE
mlr.classif.ksvm(3)_openml.seed1
mlr.classif.ksvm(3)_openml.kindMersenne-Twister
mlr.classif.ksvm(3)_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.

17 Evaluation measures

Area under ROC curve
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9844
Cross-validation details (10-fold Crossvalidation)
KB relative information score
428.6187
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0045
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2958
Cross-validation details (10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9932
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1341
Cross-validation details (10-fold Crossvalidation)
Recall
0.9932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0154
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1756
Cross-validation details (10-fold Crossvalidation)