DEVELOPMENT... OpenML
Run
142

Run 142

Task 48 (Supervised Classification) heart-c Uploaded 07-04-2014 by Jason
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Flow

weka.DecisionStump(1)Weka implementation of DecisionStump

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
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
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
1988.9478