mainfunction: Main Function to Run Complete Algorithm

In CAMCOS/camcos2017: CAMCOS Spring 2017: Efficient and Scalable Spectral Clustering for Document Clustering.

Description

The accompanying pdf has all the details for this function. Please see this document for details about all function arguments.

Usage

mainfunction(data, nclust, sparse = TRUE, convertsparse = TRUE,
  save = TRUE, return = TRUE, preset = 0, weightfunction = "IDF",
  binary = TRUE, lower = 2, upper = NULL, par1 = NULL, par2 = NULL,
  mode = NULL, simfunction = "cosine", simscale = NULL,
  rowscaling = NULL, colscaling = NULL, sigma = NULL, centers = NULL,
  seed = NULL, distance = NULL, clusterfunction = "DiffusionMap",
  t = 0.5, kmeans.method = "kmeans", m = NULL, weight.SVD = FALSE,
  SVDdim = 200, SVDprint = FALSE, dim1 = 1, dim2 = 2, dim3 = 3,
  filepath = NULL, SVDsim = TRUE, simdim = 3, dim1sim = 1,
  dim2sim = 2, dim3sim = 3, SVDsim.plot = FALSE, sim.filepath = NULL,
  insights = FALSE, vocab = NULL, nfeatures = 20, n.ins = NULL,
  insight.plot = TRUE, insight.filepath = NULL, end.of.arguments = NULL)

Arguments

data	See description.
nclust	See description.
sparse	See description.
convertsparse	See description.
save	See description.
return	See description.
preset	See description.
weightfunction	See description.
binary	See description.
lower	See description.
upper	See description.
par1	See description.
par2	See description.
mode	See description.
simfunction	See description.
simscale	See description.
rowscaling	See description.
colscaling	See description.
sigma	See description.
centers	See description.
seed	See description.
distance	See description.
clusterfunction	See description.
t	See description.
kmeans.method	See description.
m	See description.
weight.SVD	See description.
SVDdim	See description.
SVDprint	See description.
dim1	See description.
dim2	See description.
dim3	See description.
filepath	See description.
SVDsim	See description.
simdim	See description.
dim1sim	See description.
dim2sim	See description.
dim3sim	See description.
SVDsim.plot	See description.
sim.filepath	See description.
insights	See description.
vocab	See description.
nfeatures	See description.
n.ins	See description.
insight.plot	See description.
insight.filepath	See description.
end.of.arguments	See description.

Value

List.

CAMCOS/camcos2017 documentation built on May 6, 2019, 9:23 a.m.