Run
17670

Run 17670

Task 43 (Supervised Classification) spambase Uploaded 09-06-2014 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
0.8194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5864
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2486.3428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2152
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8518
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9493
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.2707[559.58957837042081015.52310425331482.5806157404377913.07556704216551760.5845701777503]