Run
8877706

Run 8877706

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.6671
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.565
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
291.4997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3467
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5457
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.59
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.59
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9569
Cross-validation details (10-fold Crossvalidation)