Run
6058076

Run 6058076

Task 22 (Supervised Classification) mfeat-zernike Uploaded 29-07-2017 by Arlind Kadra
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Flow

rm.process.polynomial_by_binomial_classification_support_vector_machine(3)A RapidMiner Workflow.
rm.operator.polynomial_by_binomial_classification(2)_classification_strategies1 against 1
rm.operator.support_vector_machine(3)_kernel_typepolynomial

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
0.8869 ± 0.0074
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5281 ± 0.0206
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4661 ± 0.0233
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.1272 ± 0.3536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1723 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5705 ± 0.02
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5195 ± 0.021
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.5195 ± 0.021
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.957 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2884 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9614 ± 0.0007
Cross-validation details (10-fold Crossvalidation)