Run
21061

Run 21061

Task 30 (Supervised Classification) page-blocks Uploaded 18-06-2014 by Joaquin Vanschoren
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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
Cross-validation details (10-fold Crossvalidation)
F measure
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4063.1766
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
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
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9635
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1966
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.62
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.2906[546.44131827809791014.7208839634673483.6674820550281906.13200343296361755.4912331040343]