DEVELOPMENT... OpenML
Run
23061

Run 23061

Task 26 (Supervised Classification) nursery Uploaded 23-06-2014 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
0.9879
Per class
F measure
0.9058
Per class
Kappa
0.8754
KB relative information score
10285.7992
Mean absolute error
0.0743
Mean prior absolute error
0.273
Number of instances
12960
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9156
Per class
Predictive accuracy
0.9159
Prior entropy
1.7176
Recall
0.9159
Per class
Relative absolute error
0.2721
Root mean prior squared error
0.3695
Root mean squared error
0.169
Root relative squared error
0.4574
SciMark benchmark
918.0095[554.4312010721529872.9128084482402483.6674820550281912.75766683510371766.2785639901995]