KDEDefaultParams contains the default input parameter values for KDE. More...

#include <kde.hpp>

Static Public Attributes
static constexpr double	relError = 0.05
	Relative error tolerance.

static constexpr double	absError = 0
	Absolute error tolerance.

static constexpr KDEMode	mode = KDEMode::DUAL_TREE_MODE
	KDE algorithm mode.

static constexpr bool	monteCarlo = false
	Whether to use Monte Carlo estimations when possible.

static constexpr double	mcProb = 0.95
	Probability of a Monte Carlo estimation to be bounded by the relative error tolerance. More...

static constexpr size_t	initialSampleSize = 100
	Initial sample size for Monte Carlo estimations.

static constexpr double	mcEntryCoef = 3
	Monte Carlo entry coefficient.

static constexpr double	mcBreakCoef = 0.4
	Monte Carlo break coefficient.

Detailed Description

KDEDefaultParams contains the default input parameter values for KDE.

Member Data Documentation

constexpr double mlpack::kde::KDEDefaultParams::mcProb = 0.95

static

Probability of a Monte Carlo estimation to be bounded by the relative error tolerance.

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