DEVELOPMENT... OpenML
Run
19621

Run 19621

Task 52 (Supervised Classification) heart-statlog Uploaded 16-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_JRip(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_JRip(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_JRip(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_JRip(1)_Wweka.classifiers.rules.JRip
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(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
0.7979
Per class
F measure
0.803
Per class
Kappa
0.6002
KB relative information score
128.6696
Mean absolute error
0.275
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8034
Per class
Predictive accuracy
0.8037
Prior entropy
0.9912
Recall
0.8037
Per class
Relative absolute error
0.5568
Root mean prior squared error
0.4969
Root mean squared error
0.4003
Root relative squared error
0.8057
SciMark benchmark
939.2108[558.8723522008845991.2319970823688481.49857166643204908.95975824819551755.4913676401159]