set_model_params: Set model parameters.

In willi3by/niiMLr: Contains Functions to Create ML Models with Neuroimaging Data

Description

Set model parameters.

Usage

set_model_params(
  input_shape,
  num_classes,
  loss,
  activation,
  optimizer,
  metrics,
  ...
)

Arguments

input_shape	4D (x,y,z,channel) vector for input dimensions.
num_classes	Number of classes used for classification.
loss	Loss function (in quotes, e.g. "binary_crossentropy")
activation	Activation function (in quotes, e.g. "sigmoid")
optimizer	Optimizer as a keras function (e.g. keras::optimizer_adam())
metrics	Evaluation metrics; if more than 1, then make list.
...	Any additional parameters for specific models.

Value

List of model parameters.

willi3by/niiMLr documentation built on Dec. 23, 2021, 5:14 p.m.