Run
8865839

Run 8865839

Task 145976 (Supervised Classification) diabetes Uploaded 28-02-2018 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
0.8033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7376
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4241
Cross-validation details (10-fold Crossvalidation)
KB relative information score
259.907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2958
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9032
Cross-validation details (10-fold Crossvalidation)