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Run
17272

Run 17272

Task 2076 (Supervised Classification) kropt Uploaded 07-06-2014 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
0.8908
Per class
F measure
0.462
Per class
Kappa
0.4051
KB relative information score
10147.9714
Mean absolute error
0.0847
Mean prior absolute error
0.0995
Number of instances
28056
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4825
Per class
Predictive accuracy
0.4749
Prior entropy
3.5053
Recall
0.4749
Per class
Relative absolute error
0.8514
Root mean prior squared error
0.2231
Root mean squared error
0.1988
Root relative squared error
0.8914
SciMark benchmark
921.4542[544.5646994823763988.4355182753967469.08772734606856888.32260997168151716.8605291283518]