OpenML
1732965

Run 1732965

Task 9952 (Supervised Classification) phoneme 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
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.695
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3632.3124
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1261
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8735
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3041
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3551
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7797
Cross-validation details (10-fold Crossvalidation)
Total cost