SNF scheme: Domain merge — domain_merge • metasnf

Given a data_list, returns a new data_list where all data objects of a particlar domain have been concatenated.

Usage

domain_merge(
  data_list,
  cont_dist_fn,
  disc_dist_fn,
  ord_dist_fn,
  cat_dist_fn,
  mix_dist_fn,
  weights_row,
  k,
  alpha,
  t
)

Arguments

data_list: A nested list of input data from generate_data_list().
cont_dist_fn: distance metric function for continuous data
disc_dist_fn: distance metric function for discrete data
ord_dist_fn: distance metric function for ordinal data
cat_dist_fn: distance metric function for categorical data
mix_dist_fn: distance metric function for mixed data
weights_row: dataframe row containing feature weights
k: k hyperparameter
alpha: alpha/eta/sigma hyperparameter
t: SNF number of iterations hyperparameter

Value

fused_network The final fused network for clustering