Run
6057745

Run 6057745

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(2)A RapidMiner Workflow.

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
0.971 ± 0.0049
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7836 ± 0.0218
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.775 ± 0.0249
Cross-validation details (10-fold Crossvalidation)
KB relative information score
980.2686 ± 1.972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1342 ± 0.0013
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
0.7757 ± 0.0329
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7975 ± 0.0224
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.7975 ± 0.0224
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7454 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2334 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7781 ± 0.0073
Cross-validation details (10-fold Crossvalidation)