Run
24421

Run 24421

Task 27 (Supervised Classification) colic Uploaded 07-07-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RBFClassifier(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RBFClassifier(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RBFClassifier(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RBFClassifier(1)_Wweka.classifiers.functions.RBFClassifier
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.RBFClassifier(1)_C2
weka.RBFClassifier(1)_E1
weka.RBFClassifier(1)_L1.0E-6
weka.RBFClassifier(1)_N2
weka.RBFClassifier(1)_P1
weka.RBFClassifier(1)_R0.01
weka.RBFClassifier(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.

17 Evaluation measures

Area under ROC curve
0.8776
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8263
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6279
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.9263
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2666
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8267
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8261
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8261
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.572
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7496
Cross-validation details (10-fold Crossvalidation)