plotObj: Plot the historical values of objective function

In RMTL: Regularized Multi-Task Learning

Plot the historical values of objective function

Description

Plot the values of objective function across iterations in the optimization procedure. This function indicates the "inner status" of the solver during the optimization, and could be used for diagnosis of the solver and training procedure.

Usage

plotObj(m)

Arguments

m	A trained MTL model

Examples

#create the example date
data<-Create_simulated_data(Regularization="L21", type="Regression")
#Train a MTL model
model<-MTL(data$X, data$Y, type="Regression", Regularization="L21",
    Lam1=0.1, Lam2=0, opts=list(init=0,  tol=10^-6, maxIter=1500))
#plot the objective values
plotObj(model)

RMTL documentation built on May 2, 2022, 5:06 p.m.