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Run
10612

Run 10612

Task 35 (Supervised Classification) dermatology 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
0.9827
Per class
F measure
0.8601
Per class
Kappa
0.8477
KB relative information score
267.6501
Mean absolute error
0.088
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8506
Per class
Predictive accuracy
0.8798
Prior entropy
2.4378
Recall
0.8798
Per class
Relative absolute error
0.3302
Root mean prior squared error
0.3649
Root mean squared error
0.2034
Root relative squared error
0.5575
SciMark benchmark
920.3633[575.2772436323729871.5309986077079483.88543266528814910.53839766977511760.5845701777503]