Run
8870052

Run 8870052

Task 3484 (Supervised Classification) oil_spill Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5.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
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.38
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-308.7004
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0572
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
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9584
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.184
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8994
Cross-validation details (10-fold Crossvalidation)