DEVELOPMENT... OpenML
Run
24339

Run 24339

Task 2072 (Supervised Classification) covertype Uploaded 04-07-2014 by Felicia West
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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
F measure
0.6466
Per class
Kappa
0.4628
KB relative information score
49917.4975
Mean absolute error
0.1224
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6502
Per class
Predictive accuracy
0.6481
Prior entropy
1.8698
Recall
0.6481
Per class
Relative absolute error
0.6608
Root mean prior squared error
0.3044
Root mean squared error
0.2684
Root relative squared error
0.8819
SciMark benchmark
894.2612[532.5925463230585959.6388834880578456.91138665459647858.64396427391661663.5191428647508]