FuzzifierDetermination2: The version 2 of FuzzifierDetermination

In bishun945/FCMm: Fuzzy Cluster Method Based on the Optimized m Value (Fuzzifier)

Description

The version 2 of FuzzifierDetermination

Usage

FuzzifierDetermination2(x, iter.max = 300, m_ini_method = 2)

Arguments

x	data.frame x.
iter.max	the max of iteration number. defualt as 300.
m_ini_method	the initialization m value. 2 (default) or "Schwammle2010".

Value

m_ub and m_used

References

• Bi S, Li Y, Xu J, et al. Optical classification of inland waters based on an improved Fuzzy C-Means method[J]. Optics Express, 2019, 27(24): 34838-34856.

• Dembele D. Multi-objective optimization for clustering 3-way gene expression data[J]. Advances in Data Analysis and Classification, 2008, 2(3): 211-225.

• Schwammle V, Jensen O N. A simple and fast method to determine the parameters for fuzzy c–means cluster analysis[J]. Bioinformatics, 2010, 26(22): 2841-2848.

bishun945/FCMm documentation built on Oct. 15, 2021, 6:43 p.m.