Run
8867724

Run 8867724

Task 145974 (Supervised Classification) dermatology Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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.

17 Evaluation measures

Area under ROC curve
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7382
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.3923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0784
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7924
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.7924
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5506
Cross-validation details (10-fold Crossvalidation)