DEVELOPMENT... OpenML
Run
160770

Run 160770

Task 29 (Supervised Classification) credit-approval Uploaded 14-02-2015 by Kevin Davis
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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
F measure
0.6975
Per class
Kappa
0.3884
KB relative information score
272.1358
Mean absolute error
0.2996
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.7.0_76, i386, Linux, 3.2.0-4-686-pae]
Precision
0.71
Per class
Predictive accuracy
0.7058
Prior entropy
0.9913
Recall
0.7058
Per class
Relative absolute error
0.6065
Root mean prior squared error
0.497
Root mean squared error
0.4526
Root relative squared error
0.9107
SciMark benchmark
1179.2496
UserCPU time millis
40
UserCPU time millis testing
20
UserCPU time millis training
20