Run
8876091

Run 8876091

Task 3736 (Supervised Classification) boston Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.8732
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7743
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5495
Cross-validation details (10-fold Crossvalidation)
KB relative information score
266.2046
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2269
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4679
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9021
Cross-validation details (10-fold Crossvalidation)