DEVELOPMENT... OpenML
Run
20184

Run 20184

Task 27 (Supervised Classification) colic Uploaded 18-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
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.

17 Evaluation measures

Area under ROC curve
0.7686
Per class
F measure
0.8171
Per class
Kappa
0.6129
KB relative information score
151.6321
Mean absolute error
0.2903
Mean prior absolute error
0.4662
Number of instances
368
Per class
Precision
0.822
Per class
Predictive accuracy
0.8152
Prior entropy
0.9509
Recall
0.8152
Per class
Relative absolute error
0.6229
Root mean prior squared error
0.4827
Root mean squared error
0.3822
Root relative squared error
0.7919