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Run
10623

Run 10623

Task 5 (Supervised Classification) arrhythmia 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
0.6961
Per class
F measure
0.4746
Per class
Kappa
0.2203
KB relative information score
74.6077
Mean absolute error
0.0751
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4315
Per class
Predictive accuracy
0.5819
Prior entropy
2.5222
Recall
0.5819
Per class
Relative absolute error
0.8775
Root mean prior squared error
0.2055
Root mean squared error
0.1965
Root relative squared error
0.9563
SciMark benchmark
948.178[568.34168678655021015.2555353338006483.449727694041912.12245438067161761.7203488120049]