Run
8878090

Run 8878090

Task 146205 (Supervised Classification) led7 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
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2241.0528
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0755
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10-fold Crossvalidation)
Number of instances
3200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7328
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.319
Cross-validation details (10-fold Crossvalidation)
Recall
0.7328
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1934
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6448
Cross-validation details (10-fold Crossvalidation)