Run
6057755

Run 6057755

Task 22 (Supervised Classification) mfeat-zernike Uploaded 28-07-2017 by Arlind Kadra
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Flow

rm.process.polynomial_by_binomial_classification_support_vector_machine(3)A RapidMiner Workflow.
rm.operator.support_vector_machine(3)_kernel_typeneural

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
0.535 ± 0.024
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1124 ± 0.0152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0467 ± 0.0312
Cross-validation details (10-fold Crossvalidation)
KB relative information score
275.2944 ± 6.0116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1758 ± 0.0025
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
0.1188 ± 0.0129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.142 ± 0.0281
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.142 ± 0.0281
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9767 ± 0.014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3579 ± 0.0215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.193 ± 0.0718
Cross-validation details (10-fold Crossvalidation)