Run
4661390

Run 4661390

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

weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)_Wweka.classifiers.meta.MultiBoostAB
weka.MultiBoostAB_NaiveBayes(4)_C3
weka.MultiBoostAB_NaiveBayes(4)_P100
weka.MultiBoostAB_NaiveBayes(4)_S1
weka.MultiBoostAB_NaiveBayes(4)_I10
weka.MultiBoostAB_NaiveBayes(4)_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
0.8081
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7503
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4444
Cross-validation details (10-fold Crossvalidation)
KB relative information score
335.3117
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2464
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
0.749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7539
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7539
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.542
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4731
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9926
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1512.3376
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)