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Run
13446

Run 13446

Task 13 (Supervised Classification) breast-cancer Uploaded 22-05-2014 by Felicia West
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Flow

weka.LWL_DecisionStump(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_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.6336
Per class
F measure
0.6944
Per class
Kappa
0.2416
KB relative information score
23.2934
Mean absolute error
0.3805
Mean prior absolute error
0.4183
Number of instances
286
Per class
Precision
0.6904
Per class
Predictive accuracy
0.7133
Prior entropy
0.8796
Recall
0.7133
Per class
Relative absolute error
0.9097
Root mean prior squared error
0.457
Root mean squared error
0.4418
Root relative squared error
0.9668