Class GMM

constructor

• new GMM(): GMM

• Returns GMM

_d

_k

_m

_p

_s

_gaussian

• _gaussian(x: any, m: any, s: any): number

• Parameters

  • x: any
  • m: any
  • s: any

  Returns number

_init

• _init(datas: any): void

• Parameters

  • datas: any

  Returns void

add

• add(): void

• Add a new cluster.

  Returns void

clear

• clear(): void

• Clear all clusters.

  Returns void

fit

• fit(datas: number[][]): void

• Fit model.

  Parameters

  • datas: number[][]

    Training data

  Returns void

predict

• predict(data: number[][]): number[]

• Returns predicted categories.

  Parameters

  • data: number[][]

    Sample data

  Returns number[]

  Predicted values

probability

• probability(data: number[][]): number[][]

• Returns probabilities.

  Parameters

  • data: number[][]

    Sample data

  Returns number[][]

  Predicted values