Run
8878022

Run 8878022

Task 145975 (Supervised Classification) segment 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
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1983.1487
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0456
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1861
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4771
Cross-validation details (10-fold Crossvalidation)