| loo1nn {pdc} | R Documentation |
Leave-one-out One-nearest-neighbor Evaluation
Description
Evaluates a clustering distance matrix within a supervised learning scheme: leave-one-out one-neares-neighbor cross-validation. This yields a rough estimate of the suitabilty of a distance function for discriminating between classes if ground-truth is known.
Usage
loo1nn(x, y)
Arguments
x |
A |
y |
A vector of the true class labels. |
Value
Returns a percentage-correct estimate.
Author(s)
Andreas Brandmaier brandmaier@mpib-berlin.mpg.de
References
Brandmaier, A. M. (2015). pdc: An R Package for Complexity-Based Clustering of Time Series. Journal of Statistical Software, 67(5), 1–23.
See Also
[Package pdc version 1.0.3 Index]