DEVELOPMENT... OpenML
Run
16855

Run 16855

Task 55 (Supervised Classification) vote Uploaded 05-06-2014 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
0.9805
Per class
F measure
0.9177
Per class
Kappa
0.8277
KB relative information score
355.4419
Mean absolute error
0.0849
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9196
Per class
Predictive accuracy
0.9172
Prior entropy
0.9627
Recall
0.9172
Per class
Relative absolute error
0.179
Root mean prior squared error
0.4869
Root mean squared error
0.2643
Root relative squared error
0.5429
SciMark benchmark
945.9824[558.87235220088451015.5230404536866484.7593072718849912.43991219425081758.3172656914378]