Run
10417185

Run 10417185

Task 190406 (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.

17 Evaluation measures

Area under ROC curve
0.735 ± 0.0963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6668 ± 0.0278
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3175 ± 0.1907
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2595 ± 0.1321
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1861 ± 0.032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.247 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Number of instances
223
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6611 ± 0.0305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6726 ± 0.0851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1664 ± 0.0564
Cross-validation details (10-fold Crossvalidation)
Recall
0.6726 ± 0.0851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7534 ± 0.1303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3498 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3484 ± 0.0494
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.996 ± 0.1426
Cross-validation details (10-fold Crossvalidation)