ppforest2::stats::simulation::params::Classification Struct Reference

Classification simulation: group-shifted normals. More...

#include <Simulation.hpp>

Public Attributes
types::Feature	mean = 100.0F
	Base mean for the first group.
types::Feature	mean_separation = 50.0F
	Mean shift between successive groups.
types::Feature	sd = 10.0F
	Standard deviation within each group.

Detailed Description

Classification simulation: group-shifted normals.

Each row's features are drawn from Normal(mean + g * mean_separation, sd) where g = i % G. The response is the group label.

Member Data Documentation

mean

types::Feature ppforest2::stats::simulation::params::Classification::mean = 100.0F

Base mean for the first group.

mean_separation

types::Feature ppforest2::stats::simulation::params::Classification::mean_separation = 50.0F

Mean shift between successive groups.

sd

types::Feature ppforest2::stats::simulation::params::Classification::sd = 10.0F

Standard deviation within each group.

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

• core/src/stats/Simulation.hpp