MinibatchDiagnosticPlot {jrSiCKLSNMF}

Plot a diagnostic plot for the mini-batch algorithm

Description

To ensure sufficient convergence of the loss for jrSiCKLSNMF with mini-batch updates, we plot the loss vs the number of iterations for the mini-batch algorithm. After a certain number of iterations, the loss should appear to oscillate around a value. Before continuing with downstream analyses, please ensure that the loss exhibits this sort of behavior. For the mini-batch algorithm, it is not possible to use the convergence criteria used for the batch version of the algorithm.

Usage

MinibatchDiagnosticPlot(SickleJr)

Arguments

SickleJr

An object of class SickleJr

Value

An object of class SickleJr with mini-batch diagnostic plots added to the plots slot.

Examples

SimSickleJrSmall<-MinibatchDiagnosticPlot(SimSickleJrSmall)