Run
9189930

Run 9189930

Task 167211 (Supervised Classification) Satellite Uploaded 17-04-2018 by Luud Janssen
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Flow

rm.process(normalize,support_vector_machine,store)(1)A RapidMiner Flow
rm.process(normalize,support_vector_machine,store)(1)_SVM__C50.0
rm.process(normalize,support_vector_machine,store)(1)_Store__repository_entry//Data Mining/tests/data

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
0.8047 ± 0.2174
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9301 ± 0.0052
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1298 ± 0.3439
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-25430.9439 ± 8536.3562
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1093 ± 0.3075
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
0.9811 ± 0.0027
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.891 ± 0.3076
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1117
Cross-validation details (10-fold Crossvalidation)
Recall
0.891 ± 0.3076
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.7472 ± 10.2072
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
0.33 ± 0.2817
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.7419 ± 2.2571
Cross-validation details (10-fold Crossvalidation)