Run
8864540

Run 8864540

Task 145679 (Supervised Classification) thoracic_surgery Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.6114
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0372
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-79.3287
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2404
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
0.7584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8149
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3731
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.048
Cross-validation details (10-fold Crossvalidation)