DEVELOPMENT... OpenML
Run
24433

Run 24433

Task 6 (Supervised Classification) letter Uploaded 07-07-2014 by Felicia West
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weka.LWL_J48(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.J48(1)_C0.25
weka.J48(1)_M2
weka.LWL_J48(1)_Atrue
weka.LWL_J48(1)_K-1
weka.LWL_J48(1)_U0
weka.LWL_J48(1)_Wweka.classifiers.trees.J48

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
0.9539
Per class
F measure
0.8886
Per class
Kappa
0.8839
KB relative information score
17770.7829
Mean absolute error
0.0099
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8889
Per class
Predictive accuracy
0.8884
Prior entropy
4.6998
Recall
0.8884
Per class
Relative absolute error
0.1338
Root mean prior squared error
0.1923
Root mean squared error
0.0883
Root relative squared error
0.4591
SciMark benchmark
594.4746[343.7604810113534902.1324283259146242.37965363594245524.288959.8125269617608]