Run
8859653

Run 8859653

Task 3542 (Supervised Classification) analcatdata_lawsuit 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
0.9781
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9663
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
140.2477
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0418
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1363
Cross-validation details (10-fold Crossvalidation)
Number of instances
264
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.385
Cross-validation details (10-fold Crossvalidation)
Recall
0.9659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3065
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2585
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5926
Cross-validation details (10-fold Crossvalidation)