Run
23908

Run 23908

Task 28 (Supervised Classification) optdigits Uploaded 29-06-2014 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
0.9128
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8348
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4696.9287
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0314
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
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
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8431
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8431
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1744
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5906
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
883.2923[536.0296680409482960.1171087695311456.1349967033109856.95978650664631607.2199323919376]