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Run
17868

Run 17868

Task 2075 (Supervised Classification) abalone Uploaded 09-06-2014 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.

17 Evaluation measures

Area under ROC curve
0.7134
Per class
F measure
0.2129
Per class
Kappa
0.1435
KB relative information score
930.617
Mean absolute error
0.0551
Mean prior absolute error
0.0618
Number of instances
4177
Per class
Precision
0.204
Per class
Predictive accuracy
0.243
Prior entropy
3.6268
Recall
0.243
Per class
Relative absolute error
0.8921
Root mean prior squared error
0.1757
Root mean squared error
0.1859
Root relative squared error
1.0579