Run
8865416

Run 8865416

Task 145679 (Supervised Classification) thoracic_surgery 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
0.6887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.785
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-63.5222
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2389
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2546
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8255
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0142
Cross-validation details (10-fold Crossvalidation)