Run
23927

Run 23927

Task 7 (Supervised Classification) audiology Uploaded 29-06-2014 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
0.947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7459
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
153.2887
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.022
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
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
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7743
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.7743
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3041
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6431
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
888.9788[540.1798050619578961.5544199194245459.0602095464365865.44732982293661618.652405457802]