Class PriestleyChao

Priestley–Chao kernel estimator

Index

Constructors

Properties

_h _p _x _x2 _xd _y

Methods

Constructors

constructor

new PriestleyChao(h: number): PriestleyChao
Parameters
- h: number
  Smoothing parameter for the kernel
Returns PriestleyChao
- Defined in lib/model/priestley_chao.d.ts:8

Properties

_h

_h: number

_p

_p: (x: any) => Matrix<number>

_x

_x: Matrix<number | number[]> | undefined

_x2

_x2: Matrix<number | number[]> | undefined

_xd

_xd: Matrix<number> | undefined

_y

_y: (number | number[])[] | undefined

Methods

fit

fit(x: number[][], y: number[][]): void
Fit model.
Parameters
- x: number[][]
  Training data
- y: number[][]
  Target values
Returns void
- Defined in lib/model/priestley_chao.d.ts:16

predict

predict(x: number[][]): number[]
Returns predicted values.
Parameters
- x: number[][]
  Sample data
Returns number[]
Predicted values
- Defined in lib/model/priestley_chao.d.ts:26