Run
21666

Run 21666

Task 2076 (Supervised Classification) kropt Uploaded 19-06-2014 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
0.9107
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16058.1317
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0594
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
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
0.6009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.5994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.4774[561.0294815668511014.9881711071126482.58056402979616910.22226140528711768.5664600912808]