logreg_fit: fit logistic regression model to data

In pderdeyn/Stats230pieter: What the Package Does (One Line, Title Case)

fit logistic regression model to data

Description

fit logistic regression model to data

Usage

logreg_fit(
  X,
  y,
  method = "gradient descent",
  iter = 1000,
  stepsize = 0.001,
  tol = 0.01
)

Arguments

X	data
y	labels
method	optimization method, by default gradient descent
iter	max number of iterations
stepsize	gradient descent stepsize
tol	stopping criteria for log likelihoods

Value

m model coefficients,

pderdeyn/Stats230pieter documentation built on March 21, 2022, 6:32 a.m.