Run
8871171

Run 8871171

Task 145976 (Supervised Classification) diabetes Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-Standardize-IBk5.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
0.7272
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6903
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3029
Cross-validation details (10-fold Crossvalidation)
KB relative information score
173.0443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3501
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
0.6927
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7704
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9358
Cross-validation details (10-fold Crossvalidation)