Run
8858730

Run 8858730

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.4018
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
-2.4971
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2851
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
0.9933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3994
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0638
Cross-validation details (10-fold Crossvalidation)