Run
8859170

Run 8859170

Task 3484 (Supervised Classification) oil_spill Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.kf

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
0.9509
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-240.0665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0597
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Number of instances
937
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8239
Cross-validation details (10-fold Crossvalidation)