Run
8860695

Run 8860695

Task 3649 (Supervised Classification) newton_hema 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
0.8348
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7911
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5857
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.7917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
140
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8033
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6248
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8001
Cross-validation details (10-fold Crossvalidation)