DEVELOPMENT... OpenML
Run
19664

Run 19664

Task 58 (Supervised Classification) waveform-5000 Uploaded 16-06-2014 by Felicia West
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Flow

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
0.8241
Per class
F measure
0.755
Per class
Kappa
0.6325
KB relative information score
3305.3229
Mean absolute error
0.166
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
0.755
Per class
Predictive accuracy
0.755
Prior entropy
1.5849
Recall
0.755
Per class
Relative absolute error
0.3735
Root mean prior squared error
0.4714
Root mean squared error
0.3961
Root relative squared error
0.8403
SciMark benchmark
914.9991[552.3244598524069976.1676952090706471.5598802745526884.1281874824051690.815263493372]