Run
8862808

Run 8862808

Task 3872 (Supervised Classification) white-clover Uploaded 27-02-2018 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
0.8432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7484
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4836
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.9672
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2719
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4794
Cross-validation details (10-fold Crossvalidation)
Number of instances
63
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7567
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.971
Cross-validation details (10-fold Crossvalidation)
Recall
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5672
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8623
Cross-validation details (10-fold Crossvalidation)