DEVELOPMENT... OpenML
Run
19472

Run 19472

Task 48 (Supervised Classification) heart-c Uploaded 16-06-2014 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.

19 Evaluation measures

Area under ROC curve
0.6973
Per class
F measure
0.7356
Per class
Kappa
0.4665
KB relative information score
83.1903
Mean absolute error
0.1497
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
0.7355
Per class
Predictive accuracy
0.736
Prior entropy
1.0792
Recall
0.736
Per class
Relative absolute error
0.7471
Root mean prior squared error
0.315
Root mean squared error
0.2821
Root relative squared error
0.8955
SciMark benchmark
949.7815[571.69475866815371014.7209476623404482.7975877024999916.26701994949291763.4270385873465]