Class GrowingCellStructures

constructor

• new GrowingCellStructures(): GrowingCellStructures

• Returns GrowingCellStructures

_alpha

_beta

_d

_edges

_eps_b

_eps_n

_err

_inserted_iteration

_k

_nodes

size

• get size(): number

• Number of clusters

  Returns number

_connected

• _connected(i: any, j: any): boolean

• Parameters

  • i: any
  • j: any

  Returns boolean

_distance

• _distance(a: any, b: any): any

• Parameters

  • a: any
  • b: any

  Returns any

_init

• _init(x: any): void

• Parameters

  • x: any

  Returns void

_topological_neighbor

• _topological_neighbor(n: any): any[]

• Parameters

  • n: any

  Returns any[]

fit

• fit(x: number[][]): void

• Fit model.

  Parameters

  • x: number[][]

    Training data

  Returns void

predict

• predict(datas: number[][]): number[]

• Returns predicted categories.

  Parameters

  • datas: number[][]

    Sample data

  Returns number[]

  Predicted values

update

• update(x: number[]): void

• Update parameter.

  Parameters

  • x: number[]

    Training data

  Returns void