Run
10417183

Run 10417183

Task 190404 (Supervised Classification) epiparo_extract Uploaded 23-10-2019 by Gabriel Ferrettini
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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.

15 Evaluation measures

Area under ROC curve
0.8976 ± 0.0328
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5013 ± 0.1423
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4961 ± 0.1731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0869 ± 0.0286
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1885 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
Number of instances
175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7771 ± 0.0812
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2333 ± 0.101
Cross-validation details (10-fold Crossvalidation)
Recall
0.7771 ± 0.0812
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4608 ± 0.1438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.304 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2714 ± 0.0542
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8926 ± 0.1671
Cross-validation details (10-fold Crossvalidation)