Run
18155

Run 18155

Task 2071 (Supervised Classification) adult Uploaded 10-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)_Wweka.classifiers.lazy.KStar
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.KStar(1)_B20
weka.KStar(1)_Ma

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
0.8789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14954.4005
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2422
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
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
0.8191
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6653
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7998
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.6849[566.86401039670471015.52310425331484.7593072718849910.22218605324211756.0557934247322]