sdmCorrelativeMethod-class {sdm}

sdmCorrelativeMethod class

Description

An S4 class representing sdm dataset

Slots

name

Modelling method name

aliases

Alternative names for the method

dataArgument.names

A list keeps the name of data agruments in both fit and predict functions

packages

The required external package by the method

modelTypes

Specifies whether the model is presence-absence, presence-only, abundance, or multinomial

fitParams

a list of parameters needed by the method

fitSettings

a list of setting parameters for the method

settingRules

a function that adjust the setting parameters according to data

fitFunction

The main function use for fitting the model

tuneParams

a list of parameters to be tuned before the final fitting

predictParams

a list of parameters needed by predict function

predictSettings

a list of setting parameters for prediction

predictFunction

The main predict function

metadata

a metadata object containing the information about who creates the object, date, etc.

.temp.env

an environment object containing the functions defined by a user that is not from a package