Run
9194506

Run 9194506

Task 167211 (Supervised Classification) Satellite Uploaded 25-04-2018 by Luud Janssen
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Flow

rm.process(bagging(normalize,principal_component_analysis,support_vector_ma chine,group_models))(1)A RapidMiner Flow
rm.process(bagging(normalize,principal_component_analysis,support_vector_machine,group_models))(1)_Bagging2__iterations100
rm.process(bagging(normalize,principal_component_analysis,support_vector_machine,group_models))(1)_PCA3__dimensionality_reductionfixed number
rm.process(bagging(normalize,principal_component_analysis,support_vector_machine,group_models))(1)_PCA3__number_of_components23
rm.process(bagging(normalize,principal_component_analysis,support_vector_machine,group_models))(1)_SVM2__C0.03981071705534973
rm.process(bagging(normalize,principal_component_analysis,support_vector_machine,group_models))(1)_SVM2__convergence_epsilon0.0043173598837665545

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
0.9898 ± 0.018
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9924 ± 0.0043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7038 ± 0.2049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-127823.5391 ± 358.4958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1258 ± 0.006
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
0.9934 ± 0.0029
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9933 ± 0.003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1117
Cross-validation details (10-fold Crossvalidation)
Recall
0.9933 ± 0.003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
4.3127 ± 0.2886
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
0.1431 ± 0.0067
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1886 ± 0.0779
Cross-validation details (10-fold Crossvalidation)