Simulation: Class for Simulating stepwise

Description Usage Format Value Fields Methods

Description

Class for Simulating stepwise

Usage

1

Format

R6Class object

Value

Object of R6Class

Fields

SimulationDataGenerator

R6 object for simulating data

ResponseCalculator

object for computing response

Methods

new

Constructor

simulate

Runs stepwise algorithms

get_inclusion_orders

Returns the order of inclusions

get_fitted_coefficients

Returns the fitted coefficients

get_test_sse

Returns the sse on a new test set

get_training_sse

Returns the sse on the training set

get_test_classification_rate

Returns the classification rate on a new test set

get_training_classification_rate

Returns the classification rate on the training set


riley-ashton/SelectionSimulator documentation built on May 26, 2019, 4:40 p.m.