Run
20199

Run 20199

Task 2079 (Supervised Classification) eucalyptus Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_OneR(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_OneR(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_OneR(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_OneR(1)_Wweka.classifiers.rules.OneR
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.OneR(1)_B6

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
0.7358
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
374.4882
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1668
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
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
0.6211
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.5829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5327
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4085
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0322
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
934.9122[563.0215016394978959.1613051114597480.85168147774846905.8189190131481765.707548606275]