Run
9190547

Run 9190547

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

rm.process(logistic_regression)(1)A RapidMiner Flow

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
0.9875 ± 0.0132
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9937 ± 0.0032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7698 ± 0.1314
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1139.6172 ± 164.7706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0091 ± 0.0029
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
0.9938 ± 0.0029
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9941 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1117
Cross-validation details (10-fold Crossvalidation)
Recall
0.9941 ± 0.0028
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3109 ± 0.1011
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
0.0693 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5761 ± 0.109
Cross-validation details (10-fold Crossvalidation)