Class ADALINE

Adaptive Linear Neuron model

Index

Constructors

Properties

Methods

Constructors

constructor

new ADALINE(rate: number): ADALINE
Parameters
- rate: number
  Learning rate
Returns ADALINE
- Defined in lib/model/adaline.d.ts:8

Properties

_a

_a: (x: any) => any

_b

_b: number

_r

_r: number

_w

_w: Matrix<number>

Methods

fit

fit(x: number[][], y: number[][]): void
Fit this model once.
Parameters
- x: number[][]
  Training data
- y: number[][]
  Target values
Returns void
- Defined in lib/model/adaline.d.ts:18

predict

predict(data: number[][]): (-1 | 1)[]
Returns predicted datas.
Parameters
- data: number[][]
  Sample data
Returns (-1 | 1)[]
Predicted values
- Defined in lib/model/adaline.d.ts:24