Run
8877969

Run 8877969

Task 145921 (Supervised Classification) abalone Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.7841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3745
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1770.7145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2846
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.5834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6407
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9303
Cross-validation details (10-fold Crossvalidation)