DEVELOPMENT... OpenML
Run
21061

Run 21061

Task 30 (Supervised Classification) page-blocks Uploaded 18-06-2014 by Felicia West
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Flow

weka.LWL_RandomTree(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_RandomTree(1)_Atrue
weka.LWL_RandomTree(1)_K-1
weka.LWL_RandomTree(1)_U0
weka.LWL_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.9147
Per class
F measure
0.9637
Per class
Kappa
0.8081
KB relative information score
4063.1766
Mean absolute error
0.015
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9639
Per class
Predictive accuracy
0.9635
Prior entropy
0.6391
Recall
0.9635
Per class
Relative absolute error
0.1966
Root mean prior squared error
0.1949
Root mean squared error
0.1208
Root relative squared error
0.62
SciMark benchmark
941.2906[546.44131827809791014.7208839634673483.6674820550281906.13200343296361755.4912331040343]