Class EnsembleBinaryModel

Ensemble binary models

Index

Constructors

Methods

fit init predict

Constructors

constructor

new EnsembleBinaryModel(
    model: new () => BinaryModel,
    type: "oneone" | "onerest",
    classes?: any[],
): EnsembleBinaryModel
Parameters
- model: new () => BinaryModel
  Function to generate the model
- type: "oneone" | "onerest"
  Type name
- Optionalclasses: any[]
  Initial class labels
Returns EnsembleBinaryModel
- Defined in lib/model/ensemble_binary.d.ts:16

Methods

fit

fit(x: number[][], y: any[], ...args: any[]): void
Fit model.
Parameters
- x: number[][]
  Training data
- y: any[]
  Target values
- ...args: any[]
  Arguments for fit
Returns void
- Defined in lib/model/ensemble_binary.d.ts:29

init

init(train_x: number[][], train_y: any[]): void
Initialize model.
Parameters
- train_x: number[][]
  Training data
- train_y: any[]
  Target values
Returns void
- Defined in lib/model/ensemble_binary.d.ts:22

predict

predict(data: number[][]): any[]
Returns predicted values.
Parameters
- data: number[][]
  Sample data
Returns any[]
Predicted values
- Defined in lib/model/ensemble_binary.d.ts:35