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Run
21572

Run 21572

Task 48 (Supervised Classification) heart-c Uploaded 19-06-2014 by Felicia West
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Flow

weka.LWL_J48(1)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.LWL_J48(1)_Atrue
weka.LWL_J48(1)_K-1
weka.LWL_J48(1)_U0
weka.LWL_J48(1)_Wweka.classifiers.trees.J48

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
0.7464
Per class
F measure
0.7753
Per class
Kappa
0.5465
KB relative information score
138.3644
Mean absolute error
0.1059
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
0.7752
Per class
Predictive accuracy
0.7756
Prior entropy
1.0792
Recall
0.7756
Per class
Relative absolute error
0.5287
Root mean prior squared error
0.315
Root mean squared error
0.2875
Root relative squared error
0.9127
SciMark benchmark
917.321[567.2327196592638977.6535012119226464.8232639718175872.3593677758381704.5359987002564]