Run
8859724

Run 8859724

Task 3548 (Supervised Classification) prnn_cushings 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
0.8048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12.6739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1859
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3447
Cross-validation details (10-fold Crossvalidation)
Number of instances
27
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8409
Cross-validation details (10-fold Crossvalidation)
Recall
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4128
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9102
Cross-validation details (10-fold Crossvalidation)