DEVELOPMENT... OpenML
Run
21731

Run 21731

Task 52 (Supervised Classification) heart-statlog Uploaded 19-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)_Wweka.classifiers.lazy.KStar
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.KStar(1)_B20
weka.KStar(1)_Ma

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
0.8398
Per class
F measure
0.7876
Per class
Kappa
0.5685
KB relative information score
132.4221
Mean absolute error
0.2601
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
0.7889
Per class
Predictive accuracy
0.7889
Prior entropy
0.9912
Recall
0.7889
Per class
Relative absolute error
0.5267
Root mean prior squared error
0.4969
Root mean squared error
0.4024
Root relative squared error
0.8098
SciMark benchmark
939.8874[567.60186484084651013.919993711725483.0148066605872879.97311830683271754.9271701211055]