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Run
18878

Run 18878

Task 50 (Supervised Classification) heart-h Uploaded 11-06-2014 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
0.7837
Per class
F measure
0.7666
Per class
Kappa
0.49
KB relative information score
104.5448
Mean absolute error
0.1188
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7657
Per class
Predictive accuracy
0.7687
Prior entropy
1.0314
Recall
0.7687
Per class
Relative absolute error
0.6361
Root mean prior squared error
0.3037
Root mean squared error
0.2722
Root relative squared error
0.8961
SciMark benchmark
924.5475[554.6075200566928978.1497360481784470.11460139062484898.6767056192651721.1891477797153]