ppforest2 v0.1.0
Projection Pursuit Decision Trees and Random Forests
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ppforest2::stats::SimulationParams Struct Reference

Parameters for generating simulated classification data. More...

#include <Simulation.hpp>

Public Attributes

float mean = 100.0f
 Base mean for the first group.
 
float mean_separation = 50.0f
 Mean shift between successive groups.
 
float sd = 10.0f
 Standard deviation within each group.
 

Detailed Description

Parameters for generating simulated classification data.

Controls the distribution of generated features across groups. Each group is drawn from a normal distribution with a shifted mean relative to the previous group.

Member Data Documentation

◆ mean

float ppforest2::stats::SimulationParams::mean = 100.0f

Base mean for the first group.

◆ mean_separation

float ppforest2::stats::SimulationParams::mean_separation = 50.0f

Mean shift between successive groups.

◆ sd

float ppforest2::stats::SimulationParams::sd = 10.0f

Standard deviation within each group.


The documentation for this struct was generated from the following file: