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Run
24937

Run 24937

Task 38 (Supervised Classification) ecoli Uploaded 19-07-2014 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
0.8809
Per class
F measure
0.7935
Per class
Kappa
0.722
KB relative information score
225.5745
Mean absolute error
0.0574
Mean prior absolute error
0.1828
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7892
Per class
Predictive accuracy
0.8006
Prior entropy
2.2353
Recall
0.8006
Per class
Relative absolute error
0.3139
Root mean prior squared error
0.3016
Root mean squared error
0.2102
Root relative squared error
0.6968
SciMark benchmark
901.9368[551.2771025626125902.555042907464474.68690723372646904.880888052811676.2840718186837]