Run
8860476

Run 8860476

Task 3626 (Supervised Classification) analcatdata_uktrainacc 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
0.4954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8287
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1969
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3.2735
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.168
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2414
Cross-validation details (10-fold Crossvalidation)
Number of instances
31
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6136
Cross-validation details (10-fold Crossvalidation)
Recall
0.8387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.336
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1972
Cross-validation details (10-fold Crossvalidation)