Run
8862332

Run 8862332

Task 3823 (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
0.4555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3.6215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4096
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
0.6535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8732
Cross-validation details (10-fold Crossvalidation)
Recall
0.7111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4533
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.055
Cross-validation details (10-fold Crossvalidation)