Run
10417172

Run 10417172

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

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.7515 ± 0.1061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7853 ± 0.1018
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5226 ± 0.2167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5231 ± 0.2193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2098 ± 0.0975
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
0.7862 ± 0.0937
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7902 ± 0.0975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9364 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Recall
0.7902 ± 0.0975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4592 ± 0.2118
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
0.4581 ± 0.1153
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9587 ± 0.2398
Cross-validation details (10-fold Crossvalidation)