DEVELOPMENT... OpenML
Run
20406

Run 20406

Task 41 (Supervised Classification) soybean Uploaded 18-06-2014 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
0.9956
Per class
F measure
0.9318
Per class
Kappa
0.9262
KB relative information score
639.7544
Mean absolute error
0.0084
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9393
Per class
Predictive accuracy
0.9327
Prior entropy
3.8572
Recall
0.9327
Per class
Relative absolute error
0.0873
Root mean prior squared error
0.2191
Root mean squared error
0.0785
Root relative squared error
0.358
SciMark benchmark
937.4184[559.05146496477781013.3868112175512480.6364546036713907.38658326225751726.6307773978087]