Run
8875826

Run 8875826

Task 3550 (Supervised Classification) analcatdata_asbestos 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
0.8431
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.8907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2678
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4943
Cross-validation details (10-fold Crossvalidation)
Number of instances
83
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7831
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9919
Cross-validation details (10-fold Crossvalidation)
Recall
0.7831
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5418
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7867
Cross-validation details (10-fold Crossvalidation)