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Run
8154

Run 8154

Task 6 (Supervised Classification) letter Uploaded 22-05-2014 by Felicia West
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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.

19 Evaluation measures

Area under ROC curve
0.8863
Per class
F measure
0.3824
Per class
Kappa
0.3905
KB relative information score
3709.5974
Mean absolute error
0.0712
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6044
Per class
Predictive accuracy
0.4142
Prior entropy
4.6998
Recall
0.4142
Per class
Relative absolute error
0.9624
Root mean prior squared error
0.1923
Root mean squared error
0.1872
Root relative squared error
0.9736
SciMark benchmark
948.002[568.89775376545881015.7907504114269482.36378704342826911.80521739130441761.152276377127]