Run
15230

Run 15230

Task 59 (Supervised Classification) iris Uploaded 03-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ComplementNaiveBay es(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ComplementNaiveBayes(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ComplementNaiveBayes(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ComplementNaiveBayes(1)_Wweka.classifiers.bayes.ComplementNaiveBayes
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.ComplementNaiveBayes(1)_S1.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4903
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.42
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.5939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2578
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_04, x86_64, Mac OS X, 10.9.3]
Precision
0.4094
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.6133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.58
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5077
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.077
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1435.1274[1009.39856197090491232.8566255344197670.46006929852041343.9835860647672918.938098884368]