Run
24649

Run 24649

Task 53 (Supervised Classification) vehicle Uploaded 14-07-2014 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
0.602
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
234.2911
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.302
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
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
0.4587
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.396
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.396
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5496
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2694
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
592.921[341.2051337841907900.4462212801084242.16098789014805521.9912060371264958.8014814321209]