R: Constructor of ['Strategy'] class

Strategy-class {Rmixmod} | R Documentation

## Constructor of [`Strategy`] class

### Description

This class defines the Mixmod strategies.

### Details

algo:

  list of character string with the estimation algorithm. Possible values: "EM", "SEM", "CEM", c("EM","SEM"). Default value is "EM".

nbTry:

  integer defining the number of tries. Default value: 1.

initMethod:

  a character string with the method of initialization of the algorithm specified in the `algo` argument. Possible values: "random", "smallEM", "CEM", "SEMMax", "parameter", "label". Default value: "smallEM".

nbTryInInit:

  integer defining number of tries in `initMethod` algorithm. Default value: 50.

nbIterationInInit:

  integer defining the number of "EM" or "SEM" iterations in `initMethod`. Default values: 5 if `initMethod` is "smallEM" and 100 if `initMethod` is "SEMMax".

nbIterationInAlgo:

  list of integers defining the number of iterations if user want to use nbIteration as rule to stop the algorithm(s). Default value: 200.

epsilonInInit:

  real defining the epsilon value in the initialization step. Only available if `initMethod` is "smallEM". Default value: 0.001.

epsilonInAlgo:

  list of reals defining the epsilon value for the algorithm. Warning: epsilonInAlgo doesn't have any sens if `algo` is SEM, so it needs to be set as NaN in that case. Default value: 0.001.

seed:

  integer defining the seed of the random number generator. Setting a particular seed allows the user to (re)-generate a particular serie of random numbers. Default value is NULL, i.e. a random seed.

parameter:

  instance of "Parameter" subclass. Required if initMethod is "parameter", forbidden otherwise.

labels:

  vector of integers containing labels. Required if initMethod is "label", forbidden otherwise.

### Examples

      new("Strategy")
      new("Strategy", algo="SEM", initMethod="SEMMax")

      getSlots("Strategy")

[Package Rmixmod version 2.1.2.2 Index]