Class CoTraining

constructor

• new CoTraining(
      view1: {
          fit: (arg0: number[][], arg1: any[]) => void;
          predict: (arg0: number[][]) => { category: any; score: number }[];
          threshold: number;
      },
      view2: {
          fit: (arg0: number[][], arg1: any[]) => void;
          predict: (arg0: number[][]) => { category: any; score: number }[];
          threshold: number;
      },
  ): CoTraining

• Parameters

  • view1: {
        fit: (arg0: number[][], arg1: any[]) => void;
        predict: (arg0: number[][]) => { category: any; score: number }[];
        threshold: number;
    }

    View

    • fit: (arg0: number[][], arg1: any[]) => void

      Fit model

    • predict: (arg0: number[][]) => { category: any; score: number }[]

      Returns predicted values

    • threshold: number

      Threshold
  • view2: {
        fit: (arg0: number[][], arg1: any[]) => void;
        predict: (arg0: number[][]) => { category: any; score: number }[];
        threshold: number;
    }

    View

    • fit: (arg0: number[][], arg1: any[]) => void

      Fir model

    • predict: (arg0: number[][]) => { category: any; score: number }[]

      Returns predicted values

    • threshold: number

      Threshold

  Returns CoTraining

_view1

_view2

_x

_y

fit

• fit(): void

• Fit model.

  Returns void

init

• init(x: number[][], y: any[]): void

• Initialize model.

  Parameters

  • x: number[][]

    Training data
  • y: any[]

    Target values

  Returns void

predict

• predict(): any[]

• Returns predicted categories.

  Returns any[]

  Predicted values