Run
8859397

Run 8859397

Task 3539 (Supervised Classification) prnn_crabs Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.6946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6391
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.28
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.0596
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3681
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6414
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.64
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.64
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.033
Cross-validation details (10-fold Crossvalidation)