Run
6058077

Run 6058077

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_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
0.8901 ± 0.0157
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6103 ± 0.0329
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5639 ± 0.036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
459.1578 ± 1.2708
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1657 ± 0.0005
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
0.6163 ± 0.0337
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6075 ± 0.0324
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.6075 ± 0.0324
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9206 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2806 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9352 ± 0.003
Cross-validation details (10-fold Crossvalidation)