Run
9190988

Run 9190988

Task 167211 (Supervised Classification) Satellite Uploaded 22-04-2018 by Luud Janssen
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Flow

rm.process(normalize,principal_component_analysis,support_vector_machine,gr oup_models)(1)A RapidMiner Flow
rm.process(normalize,principal_component_analysis,support_vector_machine,group_models)(1)_PCA__dimensionality_reductionfixed number
rm.process(normalize,principal_component_analysis,support_vector_machine,group_models)(1)_PCA__number_of_components6
rm.process(normalize,principal_component_analysis,support_vector_machine,group_models)(1)_SVM2__kernel_typepolynomial
rm.process(normalize,principal_component_analysis,support_vector_machine,group_models)(1)_SVM2__kernel_degree1.0

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 ± 0.0332
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9907 ± 0.0034
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6329 ± 0.1699
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-125517.0582 ± 677.5513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1241 ± 0.0091
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0292 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Number of instances
5100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9922 ± 0.0022
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9922 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1117
Cross-validation details (10-fold Crossvalidation)
Recall
0.9922 ± 0.0023
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
4.2564 ± 0.3359
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1204 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1445 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2007 ± 0.0639
Cross-validation details (10-fold Crossvalidation)