Run
6046556

Run 6046556

Task 37 (Supervised Classification) diabetes Uploaded 25-07-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_NaiveBayes(2)Weka implementation of AttributeSelectedClassifier
weka.NaiveBayes(16)_Ktrue
weka.AttributeSelectedClassifier_NaiveBayes(2)_Eweka.attributeSelection.CfsSubsetEval -M -P 1 -E 1
weka.AttributeSelectedClassifier_NaiveBayes(2)_Sweka.attributeSelection.BestFirst -D 0 -N 2
weka.AttributeSelectedClassifier_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.514
Cross-validation details (10-fold Crossvalidation)
KB relative information score
283.4772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2923
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)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.39
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8183
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1608.6302
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)