Run
8426202

Run 8426202

Task 59 (Supervised Classification) iris Uploaded 02-11-2017 by Arlind Kadra
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Flow

rm.process.polynomial_by_binomial_classification_support_vector_machine(4)A RapidMiner Workflow.
rm.operator.support_vector_machine(4)_kernel_typeradial
rm.operator.support_vector_machine(4)_kernel_gamma2.3760743
rm.operator.support_vector_machine(4)_C65.43179

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
0.9887 ± 0.0231
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9204 ± 0.054
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.88 ± 0.0789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.7406 ± 0.3961
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2969 ± 0.0101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9222 ± 0.0369
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.92 ± 0.0526
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.92 ± 0.0526
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.668 ± 0.0227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3229 ± 0.0119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6851 ± 0.0253
Cross-validation details (10-fold Crossvalidation)