Run
8869378

Run 8869378

Task 146210 (Supervised Classification) postoperative-patient-data Uploaded 01-03-2018 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
0.3887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8.7219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4137
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.399
Cross-validation details (10-fold Crossvalidation)
Number of instances
88
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8524
Cross-validation details (10-fold Crossvalidation)
Recall
0.6932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4454
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0833
Cross-validation details (10-fold Crossvalidation)