Run
8877550

Run 8877550

Task 3823 (Supervised Classification) postoperative-patient-data Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.5598
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5689
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0835
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.2006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4035
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4128
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8732
Cross-validation details (10-fold Crossvalidation)
Recall
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4533
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0109
Cross-validation details (10-fold Crossvalidation)