Run
22707

Run 22707

Task 55 (Supervised Classification) vote Uploaded 22-06-2014 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
0.9875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8933
Cross-validation details (10-fold Crossvalidation)
KB relative information score
359.0888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0893
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
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
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9494
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1883
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1998
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4104
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
939.2565[556.55411773104331011.5249537742577472.80575397915436908.32989414330441747.0676455404612]