Run
8859796

Run 8859796

Task 3553 (Supervised Classification) analcatdata_challenger Uploaded 27-02-2018 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
0.6473
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6443
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4.1573
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2615
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3233
Cross-validation details (10-fold Crossvalidation)
Number of instances
23
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2485
Cross-validation details (10-fold Crossvalidation)
Recall
0.6522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3933
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0037
Cross-validation details (10-fold Crossvalidation)