Run
10612

Run 10612

Task 35 (Supervised Classification) dermatology Uploaded 22-05-2014 by Joaquin Vanschoren
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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
Cross-validation details (10-fold Crossvalidation)
F measure
0.8601
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8477
Cross-validation details (10-fold Crossvalidation)
KB relative information score
267.6501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.088
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8506
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2034
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5575
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.3633[575.2772436323729871.5309986077079483.88543266528814910.53839766977511760.5845701777503]