DEVELOPMENT... OpenML
Run
13694

Run 13694

Task 47 (Supervised Classification) tae 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
0.6163
Per class
F measure
0.4791
Per class
Kappa
0.2367
KB relative information score
22.2052
Mean absolute error
0.4105
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
0.4917
Per class
Predictive accuracy
0.4901
Prior entropy
1.5845
Recall
0.4901
Per class
Relative absolute error
0.9238
Root mean prior squared error
0.4713
Root mean squared error
0.4635
Root relative squared error
0.9834
SciMark benchmark
949.7985[567.78666173126961015.5230404536866484.10363182779514912.43991219425081769.1394630054465]