Run
2980890

Run 2980890

Task 29 (Supervised Classification) credit-approval Uploaded 28-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_BayesNet(1)Weka implementation of FilteredClassifier
weka.BayesNet(2)_Dtrue
weka.BayesNet(2)_Qweka.classifiers.bayes.net.search.local.K2
weka.FilteredClassifier_BayesNet(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_BayesNet(1)_Wweka.classifiers.bayes.BayesNet

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
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
465.8345
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1651
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3358
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6757
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1431.8303
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)