plotAutoencoderAssessment: Plot total variance of different neural networks

View source: R/plotA-D.R

plotAutoencoderAssessmentR Documentation

Plot total variance of different neural networks

Description

Visualizes the results of assessAutoencoderOptions() by displaying the total variance of each combination of an activation function (such as relu, sigmoid) and the number of bottleneck neurons.

The results depend on further adjustments like number of layers, dropout and number of epochs.

Usage

plotAutoencoderAssessment(
  object,
  activation_subset = NULL,
  clrp = NULL,
  verbose = NULL
)

Arguments

object

A valid spata-object.

Value

ggplot_family return


kueckelj/SPATA2 documentation built on March 16, 2024, 10:25 a.m.