Run
17868

Run 17868

Task 2075 (Supervised Classification) abalone Uploaded 09-06-2014 by Joaquin Vanschoren
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Flow

weka.LWL_NaiveBayes(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_NaiveBayes(1)_Atrue
weka.LWL_NaiveBayes(1)_K-1
weka.LWL_NaiveBayes(1)_U0
weka.LWL_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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.

17 Evaluation measures

Area under ROC curve
0.7134
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2129
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1435
Cross-validation details (10-fold Crossvalidation)
KB relative information score
930.617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0551
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.204
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.243
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.243
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8921
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1859
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0579
Cross-validation details (10-fold Crossvalidation)