Run
24339

Run 24339

Task 2072 (Supervised Classification) covertype Uploaded 04-07-2014 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.

19 Evaluation measures

Area under ROC curve
0.8166
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6466
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4628
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49917.4975
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1224
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
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
0.6502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6481
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6481
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2684
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
894.2612[532.5925463230585959.6388834880578456.91138665459647858.64396427391661663.5191428647508]