DEVELOPMENT... OpenML
Run
23711

Run 23711

Task 58 (Supervised Classification) waveform-5000 Uploaded 27-06-2014 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
0.9632
Per class
F measure
0.8142
Per class
Kappa
0.7319
KB relative information score
3747.0433
Mean absolute error
0.1252
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.844
Per class
Predictive accuracy
0.821
Prior entropy
1.5849
Recall
0.821
Per class
Relative absolute error
0.2818
Root mean prior squared error
0.4714
Root mean squared error
0.3077
Root relative squared error
0.6528
SciMark benchmark
949.6913[566.4958240211141015.52310425331484.5405689113658912.75766683510371769.1393263693276]