PartialLeastSquaresModel.Predict Method

Definition

Namespace: Numerics.NET.Statistics.Multivariate
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.3

Overload List

Predict(IDataFrame, ModelInputFormat) Predicts the value of the dependent variables corresponding to the specified features.
Predict(Matrix<Double>, ModelInputFormat) Predicts the value of the dependent variables corresponding to the specified features.
Predict(Vector<Double>, ModelInputFormat) Predicts the value of the dependent variables corresponding to the specified features.

Predict(IDataFrame, ModelInputFormat)

Predicts the value of the dependent variables corresponding to the specified features.
C# 
public Matrix<double> Predict(
	IDataFrame features,
	ModelInputFormat format = ModelInputFormat.Automatic
)

Parameters

features  IDataFrame
A data frame that contains the features for the regression.
format  ModelInputFormat  (Optional)
A ModelInputFormat value that specifies how the elements in features relate to the variables in the model.

Return Value

Matrix<Double>
A matrix containing the predicted values.

Predict(Matrix<Double>, ModelInputFormat)

Predicts the value of the dependent variables corresponding to the specified features.
C# 
public Matrix<double> Predict(
	Matrix<double> features,
	ModelInputFormat format = ModelInputFormat.Automatic
)

Parameters

features  Matrix<Double>
A matrix that contains the features for the regression.
format  ModelInputFormat  (Optional)
A ModelInputFormat value that specifies how the elements in features relate to the variables in the model.

Return Value

Matrix<Double>
A matrix containing the predicted values.

Predict(Vector<Double>, ModelInputFormat)

Predicts the value of the dependent variables corresponding to the specified features.
C# 
public Vector<double> Predict(
	Vector<double> features,
	ModelInputFormat format = ModelInputFormat.Automatic
)

Parameters

features  Vector<Double>
A vector that contains the input values for the regression.
format  ModelInputFormat  (Optional)
A ModelInputFormat value that specifies how the elements in features relate to the variables in the model.

Return Value

Vector<Double>
A vector containing the predicted values.

See Also