Run
10417264

Run 10417264

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

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-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.

15 Evaluation measures

Area under ROC curve
0.9005 ± 0.0255
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5392 ± 0.1146
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5621 ± 0.1257
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0816 ± 0.0218
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)
Predictive accuracy
0.7886 ± 0.0525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2333 ± 0.101
Cross-validation details (10-fold Crossvalidation)
Recall
0.7886 ± 0.0525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4329 ± 0.111
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
0.2405 ± 0.0385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7911 ± 0.1194
Cross-validation details (10-fold Crossvalidation)