Run
10417189

Run 10417189

Task 190404 (Supervised Classification) epiparo_extract Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.7665 ± 0.096
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7846 ± 0.0889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5312 ± 0.1806
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.3112 ± 0.0695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2537 ± 0.0067
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
0.7783 ± 0.0994
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7943 ± 0.0698
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2333 ± 0.101
Cross-validation details (10-fold Crossvalidation)
Recall
0.7943 ± 0.0698
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3458 ± 0.0402
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
0.3371 ± 0.0099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1089 ± 0.0357
Cross-validation details (10-fold Crossvalidation)