DEVELOPMENT... OpenML
Run
10478

Run 10478

Task 30 (Supervised Classification) page-blocks 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
0.9522
Per class
F measure
0.912
Per class
Kappa
0.5795
KB relative information score
1987.6566
Mean absolute error
0.0455
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8941
Per class
Predictive accuracy
0.9313
Prior entropy
0.6391
Recall
0.9313
Per class
Relative absolute error
0.5971
Root mean prior squared error
0.1949
Root mean squared error
0.1556
Root relative squared error
0.7985
SciMark benchmark
948.2585[568.34168678655021016.0585376856843483.23216931738307913.07564286738091760.5845701777503]