DEVELOPMENT... OpenML
Run
20949

Run 20949

Task 48 (Supervised Classification) heart-c Uploaded 18-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes
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.

19 Evaluation measures

Area under ROC curve
0.8932
Per class
F measure
0.8377
Per class
Kappa
0.6722
KB relative information score
178.5794
Mean absolute error
0.0763
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8386
Per class
Predictive accuracy
0.8383
Prior entropy
1.0792
Recall
0.8383
Per class
Relative absolute error
0.381
Root mean prior squared error
0.315
Root mean squared error
0.2306
Root relative squared error
0.7321
SciMark benchmark
945.4981[567.97153489657241012.8541257252805482.14720472367435909.59057174132591754.9271701211055]