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Run Final Community Detection with EGA

Source: R/pipeline_helpers_optimized.R
final_community_detection.Rd

Run Final Community Detection with EGA

Usage

final_community_detection(
  embedding_matrix,
  true_communities,
  model = "glasso",
  algorithm = "walktrap",
  uni.method = "louvain",
  corr = "auto"
)

Arguments

embedding_matrix

A numeric matrix with items as columns.

true_communities

Named list mapping items to known communities.

model

Network estimation model (e.g., "glasso", "TMFG").

algorithm

Community detection algorithm (e.g., "walktrap").

uni.method

Unidimensionality method passed to EGA.

corr

Character. Correlation method. Default "auto" uses EGAnet's automatic detection.

Value

A list with final communities, final NMI, dropped items, EGA object, and success flag.