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Run
21672

Run 21672

Task 21 (Supervised Classification) car Uploaded 19-06-2014 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
0.9908
Per class
F measure
0.8253
Per class
Kappa
0.6231
KB relative information score
1045.6281
Mean absolute error
0.1085
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8427
Per class
Predictive accuracy
0.849
Prior entropy
1.2099
Recall
0.849
Per class
Relative absolute error
0.4738
Root mean prior squared error
0.3381
Root mean squared error
0.2225
Root relative squared error
0.658
SciMark benchmark
940.91[552.3244598524069992.2528201712466484.1035797902428909.59057174132591766.2785639901995]