getCouple: getCouple
In VBmix: Variational Bayesian Mixture Models
Description
Usage
Arguments
Value
Author(s)
References
Examples
Description
computes classification error function described in references, a.k.a couple error. In brief, evaluates how elements are gathered similarly, irrespectively of exact label values (adapted to clustering).
Usage
1
getCouple(vec1, vec2)
Arguments
vec1
vector of numeric labels.
vec2
vector of numeric labels.
Value
classification error in [0,1].
Author(s)
Pierrick Bruneau
References
Fowlkes, E. B. and Mallows, C. L. (1983) _A method for comparing two hierarchical clusterings_, J. Am.
Stat. Assoc., Volume 78, Pages 553-569.
Picarougne, F. ,Azzag, H., Venturini, G. and Guinot, C. (2007) _A new approach of data clustering using a
flock of agents_, Evolutionary Computation, Volume 15, Number 3, Pages 345-367.
Examples
1
2
temp <- EM(irisdata, 4)
getCouple(temp$labels, irislabels)
VBmix documentation built on May 30, 2017, 2:34 a.m.
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Description Usage Arguments Value Author(s) References Examples
Description
computes classification error function described in references, a.k.a couple error. In brief, evaluates how elements are gathered similarly, irrespectively of exact label values (adapted to clustering).
Usage
1 | getCouple(vec1, vec2)
|
Arguments
vec1 |
vector of numeric labels. |
vec2 |
vector of numeric labels. |
Value
classification error in [0,1].
Author(s)
Pierrick Bruneau
References
Fowlkes, E. B. and Mallows, C. L. (1983) _A method for comparing two hierarchical clusterings_, J. Am. Stat. Assoc., Volume 78, Pages 553-569.
Picarougne, F. ,Azzag, H., Venturini, G. and Guinot, C. (2007) _A new approach of data clustering using a flock of agents_, Evolutionary Computation, Volume 15, Number 3, Pages 345-367.
Examples
1 2 | temp <- EM(irisdata, 4)
getCouple(temp$labels, irislabels)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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