clue (version 0.2-1)

Macro_Consensus: Gordon-Vichi Macroeconomic Consensus Partition Data

Description

The soft (fuzzy) consensus partitions for the macroeconomic partition data given in Gordon and Vichi (2001).

Usage

data("Macro_Consensus")

format

A named cluster ensemble of four soft partitions of 21 countries terms into two classes.

source

Table 4 in Gordon and Vichi (2001).

Details

The elements of the ensemble are named "MF1", "MF2", "JMF", and "S&S", and correspond to the median partitions obtained by applying models 1, 2, and 3 in Gordon and Vichi (2001) and the approach in Sato and Sato (1994) to the macroeconomic partition data in Gordon and Vichi (2001), which are available as data set Macro.

References

A. D. Gordon and M. Vichi (2001). Fuzzy partition models for fitting a set of partitions. Psychometrika, 66, 229--248.

M. Sato and Y. Sato (1994). On a multicriteria fuzzy clustering method for 3-way data. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2, 127--142.

Examples

## Load the median consensus partitions.
data("Macro_Consensus")
## Fuzziness using the Partition Coefficient.
cl_fuzziness(Macro_Consensus)
## (Correponds to 1 - F in the source.)
## Dissimilarities:
cl_dissimilarity(Macro_Consensus)
cl_dissimilarity(Macro_Consensus, method = "comem")