Run
8867770

Run 8867770

Task 145978 (Supervised Classification) soybean Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.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
0.9612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8109
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
556.4043
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0268
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.8111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2785
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5715
Cross-validation details (10-fold Crossvalidation)