Run
8858784

Run 8858784

Task 34 (Supervised Classification) postoperative-patient-data 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
0.3896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.61
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4.0138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2896
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6424
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.7111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0088
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3998
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0647
Cross-validation details (10-fold Crossvalidation)