slise.object: Create a result object for SLISE that is similar to other...

In edahelsinki/slise: Sparse Linear Subset Explanations

Create a result object for SLISE that is similar to other regression method results

Description

Create a result object for SLISE that is similar to other regression method results

Usage

slise.object(
  alpha,
  X,
  Y,
  epsilon,
  lambda1 = 0,
  lambda2 = 0,
  weight = NULL,
  intercept = FALSE,
  logit = FALSE,
  x = NULL,
  y = NULL
)

Arguments

alpha	linear model
X	data matrix
Y	response vector
epsilon	error tolerance
lambda1	L1 regularisation coefficient (default: 0)
lambda2	L2 regularisation coefficient (default: 0)
weight	weight vector (default: NULL)
intercept	does the model have an intercept (default: FALSE)
logit	has the target been logit-transformed (default: FALSE)
x	explained item x (default: NULL)
y	explained item y (default: NULL)

Value

object with SLISE results

edahelsinki/slise documentation built on Aug. 24, 2023, 11:03 p.m.