Run
2340319

Run 2340319

Task 3763 (Supervised Classification) chscase_census6 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
0.4694 ± 0.1215
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4994 ± 0.0566
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0186 ± 0.1128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.0109 ± 3.1969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4645 ± 0.0363
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4848 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.5321 ± 0.1082
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.575 ± 0.0486
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.575 ± 0.0486
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9583 ± 0.0749
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5441 ± 0.0369
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1052 ± 0.0739
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1157.0987