Run
2340076

Run 2340076

Task 3656 (Supervised Classification) diabetes_numeric Uploaded 24-05-2017 by Silvia Nunes
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Flow

weka.AttributeSelectedClassifier_NaiveBayes(2)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_NaiveBayes(2)_Eweka.attributeSelection.CorrelationAttributeEval
weka.AttributeSelectedClassifier_NaiveBayes(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
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
0.6946 ± 0.3321
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6438 ± 0.2747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2474 ± 0.4008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.5029 ± 1.4661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3907 ± 0.1352
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4791 ± 0.0218
Cross-validation details (10-fold Crossvalidation)
Number of instances
43
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.6429 ± 0.3318
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6512 ± 0.2153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.971
Cross-validation details (10-fold Crossvalidation)
Recall
0.6512 ± 0.2153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8156 ± 0.3064
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4889 ± 0.0226
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4705 ± 0.1442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9623 ± 0.3148
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1157.0987