R/remove.R

#######################################################################
# rEMM - Extensible Markov Model (EMM) for Data Stream Clustering in R
# Copyright (C) 2011 Michael Hahsler
#
# This program is free software; you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation; either version 2 of the License, or
# any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License along
# with this program; if not, write to the Free Software Foundation, Inc.,
# 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.


setMethod("remove_clusters", signature(x = "EMM", to_remove = "character"),
  function(x, to_remove, copy = TRUE) {
    if (copy)
      x <- copy(x)

    if (length(to_remove) == 0)
      return(x)

    to_remove_pos <- states(x) %in% to_remove

    ## TRACDS
    x@tracds_d$mm <- smc_removeState(x@tracds_d$mm, to_remove)
    if (is.element(x@tracds_d$current_state, to_remove))
      x@tracds_d$current_state <- as.character(NA)

    ## tNN
    x@tnn_d$centers <- x@tnn_d$centers[!to_remove_pos, ]
    x@tnn_d$counts <- x@tnn_d$counts[!to_remove_pos]
    x@tnn_d$var_thresholds <- x@tnn_d$var_thresholds[!to_remove_pos]

    invisible(x)
  })

setMethod("remove_transitions", signature(x = "EMM",
  from = "matrix", to = "missing"),
  function(x, from, to, copy = TRUE)
    remove_transitions(x, from[, 1], from[, 2], copy))

setMethod("remove_transitions", signature(x = "EMM",
  from = "character", to = "character"),
  function(x, from, to, copy = TRUE) {
    if (copy)
      x <- copy(x)

    if (length(from) != length(to))
      stop("length of from and to do not match!")
    if (length(from) == 0)
      return(x)

    x@tracds_d$mm <- smc_removeTransition(x@tracds_d$mm, from, to)

    if (copy)
      x
    else
      invisible(x)
  })

setMethod("remove_selftransitions", signature(x = "EMM"),
  function(x, copy = TRUE) {
    if (copy)
      x <- copy(x)

    x@tracds_d$mm <- smc_removeSelfTransition(x@tracds_d$mm)

    if (copy)
      x
    else
      invisible(x)
  })

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rEMM documentation built on June 26, 2022, 1:06 a.m.