DEVELOPMENT... OpenML
Run
16182

Run 16182

Task 37 (Supervised Classification) diabetes Uploaded 04-06-2014 by Felicia West
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Flow

weka.LWL_RandomTree(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_RandomTree(1)_Atrue
weka.LWL_RandomTree(1)_K-1
weka.LWL_RandomTree(1)_U0
weka.LWL_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.678
Per class
F measure
0.7072
Per class
Kappa
0.3558
KB relative information score
252.5531
Mean absolute error
0.293
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
0.7073
Per class
Predictive accuracy
0.707
Prior entropy
0.9335
Recall
0.707
Per class
Relative absolute error
0.6446
Root mean prior squared error
0.4766
Root mean squared error
0.5413
Root relative squared error
1.1356
SciMark benchmark
943.8141[556.37660137353131013.1203667026068482.7975877024999906.75889678256981760.0170946291457]