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Run
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Run 23382

Task 12 (Supervised Classification) mfeat-factors Uploaded 24-06-2014 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
0.9748
Per class
F measure
0.9402
Per class
Kappa
0.9333
KB relative information score
1875.4351
Mean absolute error
0.012
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9414
Per class
Predictive accuracy
0.94
Prior entropy
3.3219
Recall
0.94
Per class
Relative absolute error
0.0667
Root mean prior squared error
0.3
Root mean squared error
0.1086
Root relative squared error
0.362
SciMark benchmark
930.4876[550.580971648553999.1988959772265481.28276544297296872.06925193746831749.3060121829703]