Run
16673

Run 16673

Task 39 (Supervised Classification) sonar Uploaded 04-06-2014 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
0.8206
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7536
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.076
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2658
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
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
0.7553
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7548
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7548
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.534
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8702
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
931.3486[556.9095328849074991.7421155144021443.3285502655626906.44537908266061758.3172656914378]