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Run
21252

Run 21252

Task 52 (Supervised Classification) heart-statlog Uploaded 18-06-2014 by Felicia West
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Flow

weka.LWL_NaiveBayes(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.LWL_NaiveBayes(1)_Atrue
weka.LWL_NaiveBayes(1)_K-1
weka.LWL_NaiveBayes(1)_U0
weka.LWL_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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
0.8986
Per class
F measure
0.8293
Per class
Kappa
0.6538
KB relative information score
167.3814
Mean absolute error
0.1923
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
0.8294
Per class
Predictive accuracy
0.8296
Prior entropy
0.9912
Recall
0.8296
Per class
Relative absolute error
0.3893
Root mean prior squared error
0.4969
Root mean squared error
0.3642
Root relative squared error
0.7329
SciMark benchmark
923.2429[564.661912443849896.6752309353533484.3219757802961910.53839766977511760.017229859821]