DEVELOPMENT... OpenML
Run
21146

Run 21146

Task 47 (Supervised Classification) tae Uploaded 18-06-2014 by Felicia West
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Flow

weka.LWL_J48(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.J48(1)_C0.25
weka.J48(1)_M2
weka.LWL_J48(1)_Atrue
weka.LWL_J48(1)_K-1
weka.LWL_J48(1)_U0
weka.LWL_J48(1)_Wweka.classifiers.trees.J48

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
0.77
Per class
F measure
0.6538
Per class
Kappa
0.4838
KB relative information score
74.2314
Mean absolute error
0.2539
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6561
Per class
Predictive accuracy
0.6556
Prior entropy
1.5845
Recall
0.6556
Per class
Relative absolute error
0.5715
Root mean prior squared error
0.4713
Root mean squared error
0.4478
Root relative squared error
0.9501
SciMark benchmark
944.3569[557.62168423933221013.919993711725474.05817848535909.90626928802961766.2785639901995]