Run
8861528

Run 8861528

Task 3736 (Supervised Classification) boston Uploaded 27-02-2018 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
0.8821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5321
Cross-validation details (10-fold Crossvalidation)
KB relative information score
258.7731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2336
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
0.7903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4818
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9248
Cross-validation details (10-fold Crossvalidation)