Run
19544

Run 19544

Task 53 (Supervised Classification) vehicle Uploaded 16-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)_Wweka.classifiers.trees.NBTree
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1

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
0.877
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
502.1521
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1836
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
0.6588
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.6761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.754
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.6968[565.21084232176751011.7904963405887482.14720472367435911.17140496421141743.1640910536214]