Run
11081

Run 11081

Task 39 (Supervised Classification) sonar Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Discretize_J48(1)Weka implementation of FilteredClassifier
weka.Discretize(1)_Rfirst-last
weka.FilteredClassifier_Discretize_J48(1)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(1)_Wweka.classifiers.trees.J48
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.7828
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
100.0919
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2624
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
0.5272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9109
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.9542[561.20997989739871015.7907504114269478.28146046101085911.17132945493631758.3172656914378]