DEVELOPMENT... OpenML
Run
23443

Run 23443

Task 2074 (Supervised Classification) satimage Uploaded 25-06-2014 by Felicia West
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Flow

weka.LWL_NaiveBayes(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_NaiveBayes(1)_Atrue
weka.LWL_NaiveBayes(1)_K-1
weka.LWL_NaiveBayes(1)_U0
weka.LWL_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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
0.9338
Per class
F measure
0.8166
Per class
Kappa
0.7666
KB relative information score
5046.6876
Mean absolute error
0.0637
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.831
Per class
Predictive accuracy
0.8092
Prior entropy
2.4836
Recall
0.8092
Per class
Relative absolute error
0.2359
Root mean prior squared error
0.3675
Root mean squared error
0.2464
Root relative squared error
0.6706
SciMark benchmark
892.9811[565.9443965882285897.9286967224535463.0193278786469845.62583246618181692.387151088102]