Run
8859534

Run 8859534

Task 3496 (Supervised Classification) SPECTF 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
0.8362
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4188
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.4075
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3136
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8295
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.6991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7903
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.539
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2109
Cross-validation details (10-fold Crossvalidation)