LinearTensorModel class

Linear regression model for scalar variables.

Example

import 'package:calc/calc.dart';

void main() {
  final model = LinearTensorModel(
    coefficients: VectorF([1,2,3]),
    constants: VectorF([0,0,0]),
  );
  final x = <double>[1,1,1];
  final y = model.predict(x);
  print('Predicted Y: $y');
}

Inheritance

• Object
• PredictiveModel<Tensor<double>, Tensor<double>>
• LinearTensorModel

Constructors

LinearTensorModel({required Tensor<double> coefficients, required Tensor<double> constants})

Properties

coefficients → Tensor<double>

final

constants → Tensor<double>

final

hashCode → int

The hash code for this object.

no setter, override

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

predict(Tensor<double> x) → Tensor<double>

Calculates prediction.

override

predictAsync(Tensor<double> x) → Future<Tensor<double>>

Calculates prediction asynchronously.

inherited

toString() → String

A string representation of this object.

override

Operators

operator ==(Object other) → bool

The equality operator.

override