DEVELOPMENT... OpenML
Run
9337

Run 9337

Task 38 (Supervised Classification) ecoli Uploaded 22-05-2014 by Felicia West
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Flow

weka.LWL_DecisionStump(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_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.9349
Per class
F measure
0.5111
Per class
Kappa
0.4475
KB relative information score
153.2033
Mean absolute error
0.1175
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
0.4229
Per class
Predictive accuracy
0.6458
Prior entropy
2.2353
Recall
0.6458
Per class
Relative absolute error
0.6426
Root mean prior squared error
0.3016
Root mean squared error
0.2395
Root relative squared error
0.7941
SciMark benchmark
923.1227[571.5074095145698881.9016285871011482.14720472367435914.34946139689831765.707548606275]