DEVELOPMENT... OpenML
Run
6280

Run 6280

Task 21 (Supervised Classification) car Uploaded 15-05-2014 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
0.9695
Per class
F measure
0.5768
Per class
KB relative information score
660.1156
Mean absolute error
0.1378
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4903
Per class
Predictive accuracy
0.7002
Prior entropy
1.2099
Recall
0.7002
Per class
Relative absolute error
0.6017
Root mean prior squared error
0.3381
Root mean squared error
0.2668
Root relative squared error
0.7892
SciMark benchmark
946.9505[557.0874319526271015.5230404536866483.2321174670136911.48820099582031767.4218398162996]