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Run
10533

Run 10533

Task 37 (Supervised Classification) diabetes 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.

19 Evaluation measures

Area under ROC curve
0.7797
Per class
F measure
0.717
Per class
Kappa
0.3683
KB relative information score
166.0834
Mean absolute error
0.363
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7152
Per class
Predictive accuracy
0.7227
Prior entropy
0.9335
Recall
0.7227
Per class
Relative absolute error
0.7987
Root mean prior squared error
0.4766
Root mean squared error
0.4363
Root relative squared error
0.9153
SciMark benchmark
921.1036[568.3416867865502868.388877969816483.88543266528814916.90802019261121767.9939646936223]