Run
10417208

Run 10417208

Task 190405 (Supervised Classification) epiparo_extract Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.8292 ± 0.0778
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7844 ± 0.0679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5252 ± 0.135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4805 ± 0.1545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2317 ± 0.0698
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
0.7836 ± 0.0661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7857 ± 0.0706
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9364 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Recall
0.7857 ± 0.0706
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5071 ± 0.1505
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
0.4422 ± 0.0768
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9255 ± 0.1567
Cross-validation details (10-fold Crossvalidation)