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');
}
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 setteroverride
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
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