Run
8866909

Run 8866909

Task 145917 (Supervised Classification) autoUniv-au7-700 Uploaded 28-02-2018 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
0.625
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4282
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
106.0327
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.436
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.44
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.44
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4624
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9818
Cross-validation details (10-fold Crossvalidation)