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Run
16550

Run 16550

Task 10 (Supervised Classification) lymph Uploaded 04-06-2014 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
0.9103
Per class
F measure
0.8477
Per class
Kappa
0.713
KB relative information score
92.7398
Mean absolute error
0.0948
Mean prior absolute error
0.2677
Number of instances
148
Per class
Precision
0.8479
Per class
Predictive accuracy
0.8514
Prior entropy
1.2818
Recall
0.8514
Per class
Relative absolute error
0.3542
Root mean prior squared error
0.3639
Root mean squared error
0.2624
Root relative squared error
0.721