Run
8859958

Run 8859958

Task 3577 (Supervised Classification) visualizing_livestock 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
0.5685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.9659
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2716
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.32
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3077
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.3077
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8487
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4114
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0285
Cross-validation details (10-fold Crossvalidation)