Run
10417216

Run 10417216

Task 190406 (Supervised Classification) epiparo_extract Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.7038 ± 0.1257
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5981 ± 0.0528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1773 ± 0.1718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.1644 ± 0.1597
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1965 ± 0.0391
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
0.6152 ± 0.0452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6143 ± 0.0873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1664 ± 0.0564
Cross-validation details (10-fold Crossvalidation)
Recall
0.6143 ± 0.0873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7955 ± 0.1605
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
0.3992 ± 0.0578
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1412 ± 0.17
Cross-validation details (10-fold Crossvalidation)