Run
8876220

Run 8876220

Task 3808 (Supervised Classification) kidney 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
0.8035
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4038
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.9192
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3273
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4987
Cross-validation details (10-fold Crossvalidation)
Number of instances
76
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9981
Cross-validation details (10-fold Crossvalidation)
Recall
0.6974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4993
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.91
Cross-validation details (10-fold Crossvalidation)