Run
10417184

Run 10417184

Task 190405 (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
0.8301 ± 0.091
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7649 ± 0.1024
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4892 ± 0.2046
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4401 ± 0.1802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2523 ± 0.0741
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Number of instances
224
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7673 ± 0.091
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7634 ± 0.1034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9364 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Recall
0.7634 ± 0.1034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5521 ± 0.1602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4778 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4287 ± 0.0955
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8971 ± 0.1978
Cross-validation details (10-fold Crossvalidation)