Run
8510217

Run 8510217

Task 59 (Supervised Classification) iris Uploaded 09-11-2017 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_gamma1.624501672149141E-5
rm.operator.support_vector_machine(4)_C5.9326839436664045

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.

15 Evaluation measures

Area under ROC curve
0.898 ± 0.0378
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.49 ± 0.0316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2.7193 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4403 ± 0.0003
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)
Predictive accuracy
0.66 ± 0.0211
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.66 ± 0.0211
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9907 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4671 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9908 ± 0.0007
Cross-validation details (10-fold Crossvalidation)