Run
8866274

Run 8866274

Task 145869 (Supervised Classification) semeion 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
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
725.7221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4544
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4514
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.4514
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6589
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9167
Cross-validation details (10-fold Crossvalidation)