Run
10417207

Run 10417207

Task 190404 (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
0.9119 ± 0.0279
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8126 ± 0.0616
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5912 ± 0.1296
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5454 ± 0.1229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.081 ± 0.0196
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)
Precision
0.816 ± 0.0666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8114 ± 0.0557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2333 ± 0.101
Cross-validation details (10-fold Crossvalidation)
Recall
0.8114 ± 0.0557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4297 ± 0.0999
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
0.2416 ± 0.0381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7948 ± 0.1186
Cross-validation details (10-fold Crossvalidation)