ClassificationModel<T>.PredictProbabilitiesInto Method

Definition

Namespace: Numerics.NET.DataAnalysis.Models
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.2

Overload List

PredictProbabilitiesInto(IDataFrame, Matrix<Double>, ModelInputFormat) Predicts the value of the output corresponding to the specified input.
PredictProbabilitiesInto(Matrix<T>, Matrix<Double>, ModelInputFormat) Predicts the value of the output corresponding to the specified features.
PredictProbabilitiesInto(Vector<T>, Vector<Double>, ModelInputFormat) Predicts the probabilities of each class based on the specified features.

PredictProbabilitiesInto(IDataFrame, Matrix<Double>, ModelInputFormat)

Predicts the value of the output corresponding to the specified input.
C# 
public Matrix<double> PredictProbabilitiesInto(
	IDataFrame features,
	Matrix<double>? probabilities,
	ModelInputFormat format = ModelInputFormat.Automatic
)

Parameters

features  IDataFrame
A data frame that contains the input features for the regression.
probabilities  Matrix<Double>
The matrix that is to hold the result. May be null.
format  ModelInputFormat  (Optional)
A ModelInputFormat value that specifies how the elements in features relate to the variables in the model.

Return Value

Matrix<Double>
The predicted value.

PredictProbabilitiesInto(Matrix<T>, Matrix<Double>, ModelInputFormat)

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

Parameters

features  Matrix<T>
A matrix that contains the input values for the regression.
probabilities  Matrix<Double>
A matrix that is to hold the result. May be null.
format  ModelInputFormat  (Optional)
A ModelInputFormat value that specifies how the elements in features relate to the variables in the model.

Return Value

Matrix<Double>
The predicted value.

PredictProbabilitiesInto(Vector<T>, Vector<Double>, ModelInputFormat)

Predicts the probabilities of each class based on the specified features.
C# 
public Vector<double> PredictProbabilitiesInto(
	Vector<T> features,
	Vector<double>? probabilities,
	ModelInputFormat format = ModelInputFormat.Automatic
)

Parameters

features  Vector<T>
A vector that contains the input values for the regression.
probabilities  Vector<Double>
The vector that is to hold the result. May be null.
format  ModelInputFormat  (Optional)
A ModelInputFormat value that specifies how the elements in features relate to the variables in the model.

Return Value

Vector<Double>
The predicted value.

See Also