a Kernel Density Estimation density estimator. More...
#include <DensityEstimator.h>
Inheritance diagram for KernelDensityEstimator:
Public Types | |
| enum | KernelType { KernelUniform, KernelGaussian, KernelTriangular } |
Public Member Functions | |
| KernelDensityEstimator (Math::Real kernelRadius, Math::Real kernelTruncationFactor=3.0) | |
| virtual void | Clear () |
| virtual void | Add (const Math::Vector &x, void *data) |
| virtual void | Remove (const Math::Vector &x, void *data) |
| virtual double | Density (const Config &x) |
| virtual void * | RandomNear (const Math::Vector &x) |
| virtual void * | Random () |
| virtual void | Random (Math::Vector &x) |
Public Attributes | |
| KernelType | kernelType |
| Math::Real | kernelRadius |
| Math::Real | kernelTruncationFactor |
| std::vector< Math::Vector > | pointList |
| std::vector< void * > | dataList |
| std::shared_ptr< PointLocationBase > | pointLocation |
Detailed Description
a Kernel Density Estimation density estimator.
The documentation for this class was generated from the following files:
- DensityEstimator.h
- DensityEstimator.cpp
