DEVELOPMENT... OpenML
Run
16578

Run 16578

Task 43 (Supervised Classification) spambase Uploaded 04-06-2014 by Felicia West
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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
F measure
0.7853
Per class
Kappa
0.5864
KB relative information score
2486.3428
Mean absolute error
0.2152
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8518
Per class
Predictive accuracy
0.7848
Prior entropy
0.9674
Recall
0.7848
Per class
Relative absolute error
0.4506
Root mean prior squared error
0.4886
Root mean squared error
0.4639
Root relative squared error
0.9493
SciMark benchmark
935.5961[566.12811561982711011.7904963405887476.5831398139759865.16172434075091758.3172656914378]