Run
21276

Run 21276

Task 57 (Supervised Classification) ionosphere Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ConjunctiveRule(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ConjunctiveRule(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ConjunctiveRule(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ConjunctiveRule(1)_Wweka.classifiers.rules.ConjunctiveRule
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.ConjunctiveRule(1)_M2.0
weka.ConjunctiveRule(1)_N3
weka.ConjunctiveRule(1)_P-1
weka.ConjunctiveRule(1)_S1

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
0.7214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7678
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
133.7448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2963
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
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
0.8281
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6435
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8365
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
924.8034[562.4768140293269982.1381222342922474.05817848535892.25324449793121713.0907764790145]