Run
1748537

Run 1748537

Task 7592 (Supervised Classification) adult Uploaded 24-07-2016 by Jan van Rijn
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Flow

weka.LWL_RandomTree(3)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.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.LWL_RandomTree(3)_Atrue
weka.LWL_RandomTree(3)_K-1
weka.LWL_RandomTree(3)_U0
weka.LWL_RandomTree(3)_Wweka.classifiers.trees.RandomTree

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.814
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20427.0727
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1885
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8166
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8166
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9823
Cross-validation details (10-fold Crossvalidation)
Total cost