MapperAlgo (version 1.0.9)

FuzzyMapperAlgo: Fuzzy Mapper Algorithm (Fixed Adjacency Calculation)

Description

Fuzzy Mapper Algorithm (Fixed Adjacency Calculation)

Usage

FuzzyMapperAlgo(
  original_data,
  filter_values,
  cluster_n = 5,
  fcm_threshold = NULL,
  methods,
  method_params = list(),
  num_cores = 1
)

Value

A MapperAlgo object same as MapperAlgo output

Arguments

original_data

Original dataframe, not the filter values.

filter_values

A data frame or matrix of the data to be analyzed.

cluster_n

Number of fuzzy clusters (c in FCM). Default is 5.

fcm_threshold

Membership threshold (tau). Points with u > tau are included in the interval.

methods

Specify the clustering method to be used, e.g., "hclust" or "kmeans".

method_params

A list of parameters for the clustering method.

num_cores

Number of cores to use for parallel computing.