Run
8860619

Run 8860619

Task 3637 (Supervised Classification) analcatdata_michiganacc 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
0.7719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.334
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.4906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3532
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6741
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914
Cross-validation details (10-fold Crossvalidation)
Recall
0.6759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4418
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8891
Cross-validation details (10-fold Crossvalidation)