Run
9189757

Run 9189757

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__C10.0
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
0.8171 ± 0.1013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9903 ± 0.0038
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6472 ± 0.1161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2364.0479 ± 125.4109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0094 ± 0.0046
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
0.99 ± 0.0036
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9908 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1117
Cross-validation details (10-fold Crossvalidation)
Recall
0.9908 ± 0.0044
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.323 ± 0.151
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
0.096 ± 0.0227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7979 ± 0.1767
Cross-validation details (10-fold Crossvalidation)