Run
9190555

Run 9190555

Task 167211 (Supervised Classification) Satellite Uploaded 19-04-2018 by Tim Beurskens
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Flow

rm.process(logistic_regression,optimize_selection)(1)A RapidMiner Flow
rm.process(logistic_regression,optimize_selection)(1)_LogisticRegressionSVM__kernel_typeneural

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
0.4822 ± 0.0047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9707 ± 0.0038
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0148 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-207106.8264 ± 50.7068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3848 ± 0.0017
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
0.9706 ± 0.002
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9708 ± 0.0071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1117
Cross-validation details (10-fold Crossvalidation)
Recall
0.9708 ± 0.0071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
13.1934 ± 0.4518
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
0.3869 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.2141 ± 0.1111
Cross-validation details (10-fold Crossvalidation)
Total cost