Display information about models supplied by the MachineShop package.
Usage
modelinfo(...)
Value
List of named model elements each containing the following
components:
label
character descriptor for the model.
packages
character vector of source packages required to use the
model. These need only be installed with the
install.packages function or by equivalent means; but need
not be loaded with, for example, the library function.
response_types
character vector of response variable types supported
by the model.
weights
logical value or vector of the same length as
response_types indicating whether case weights are supported for
the responses.
arguments
closure with the argument names and corresponding default
values of the model function.
grid
logical indicating whether automatic generation of tuning
parameter grids is implemented for the model.
varimp
logical indicating whether model-specific variable importance
is defined.
Arguments
...
model functions, function names, or objects;
observed responses for which to display information. If
none are specified, information is returned on all available models by
default.