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Run
17329

Run 17329

Task 23 (Supervised Classification) cmc Uploaded 08-06-2014 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
0.7023
Per class
F measure
0.5333
Per class
Kappa
0.2819
KB relative information score
329.4306
Mean absolute error
0.3674
Mean prior absolute error
0.4308
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5379
Per class
Predictive accuracy
0.5309
Prior entropy
1.5392
Recall
0.5309
Per class
Relative absolute error
0.8528
Root mean prior squared error
0.4641
Root mean squared error
0.4422
Root relative squared error
0.9528
SciMark benchmark
920.9656[540.3471348716815987.4224701806577470.73290633698946886.22043577403951720.1050127100257]