Run
64880

Run 64880

Task 1 (Supervised Classification) anneal Uploaded 18-11-2014 by Manuel Martin Salvador
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Flow

weka.FilteredClassifier_AttributeSelection_Ranker_PrincipalComponents_Naive Bayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_AttributeSelection_Ranker_PrincipalComponents_NaiveBayes(1)_Fweka.filters.supervised.attribute.AttributeSelection
weka.FilteredClassifier_AttributeSelection_Ranker_PrincipalComponents_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes
weka.AttributeSelection_Ranker_PrincipalComponents(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelection_Ranker_PrincipalComponents(1)_Eweka.attributeSelection.PrincipalComponents
weka.Ranker(1)_T-1.7976931348623157E308
weka.Ranker(1)_N-1
weka.PrincipalComponents(3)_R0.95
weka.PrincipalComponents(3)_A5

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.

21 Evaluation measures

Area under ROC curve
0.9517
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.1375
Cross-validation details (10-fold Crossvalidation)
Build memory
122889053.1492
Cross-validation details (10-fold Crossvalidation)
F measure
0.8868
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7261
Cross-validation details (10-fold Crossvalidation)
KB relative information score
625.0629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0439
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_13, amd64, Windows 7, 6.1]
Precision
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.8753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.327
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1881
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7285
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1526.8851