Run
8860010

Run 8860010

Task 3583 (Supervised Classification) rmftsa_ladata 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
0.9172
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
336.2994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1661
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
508
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3376
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7396
Cross-validation details (10-fold Crossvalidation)