RegressionModel<T>.Predict Method

Definition

Namespace: Numerics.NET.DataAnalysis.Models
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.2.0

Overload List

Predict(IDataFrame, ModelInputFormat) Predicts the value of the output corresponding to the specified features.
Predict(Matrix<T>, ModelInputFormat) Predicts the value of the output corresponding to the specified features.
Predict(Vector<T>, ModelInputFormat) Predicts the value of the output corresponding to the specified features.

Predict(IDataFrame, ModelInputFormat)

Predicts the value of the output corresponding to the specified features.
C# 
public Vector<T> 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

Vector<T>
The predicted value.

Remarks

This method is available when the model is fitted or deployed. It throws an InvalidOperationException if the model is empty.

Exceptions

InvalidOperationException Thrown if the model is empty.

Predict(Matrix<T>, ModelInputFormat)

Predicts the value of the output corresponding to the specified features.
C# 
public Vector<T> Predict(
	Matrix<T> features,
	ModelInputFormat format = ModelInputFormat.Automatic
)

Parameters

features  Matrix<T>
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

Vector<T>
The predicted value.

Remarks

This method is available when the model is fitted or deployed. It throws an InvalidOperationException if the model is empty.

Exceptions

InvalidOperationException Thrown if the model is empty.

Predict(Vector<T>, ModelInputFormat)

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

Parameters

features  Vector<T>
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

T
The predicted value.

Remarks

This method is available when the model is fitted or deployed. It throws an InvalidOperationException if the model is empty.

Exceptions

InvalidOperationException Thrown if the model is empty.

See Also