Run
160770

Run 160770

Task 29 (Supervised Classification) credit-approval Uploaded 14-02-2015 by Manuel Martin Salvador
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Flow

weka.FilteredClassifier_MultiFilter_ReplaceMissingValues_NaiveBayes(2)Weka implementation of FilteredClassifier
weka.FilteredClassifier_MultiFilter_ReplaceMissingValues_NaiveBayes(2)_Fweka.filters.MultiFilter
weka.FilteredClassifier_MultiFilter_ReplaceMissingValues_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
0.8162
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
272.1358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2996
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, 1.7.0_76, i386, Linux, 3.2.0-4-686-pae]
Precision
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7058
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.7058
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6065
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9107
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1179.2496
UserCPU time millis
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)