Core numeric type aliases for the ppforest2 library. More...

Typedefs
using	Feature = float
	Scalar type for feature values (float or double).

using	FeatureMatrix = Eigen::Matrix<Feature, Eigen::Dynamic, Eigen::Dynamic>
	Dynamic-size matrix of feature values.

using	FeatureVector = Eigen::Matrix<Feature, Eigen::Dynamic, 1>
	Dynamic-size column vector of feature values.

template<typename T>
using	Matrix = Eigen::Matrix<T, Eigen::Dynamic, Eigen::Dynamic>
	Generic dynamic-size matrix.

using	Response = int
	Scalar type for group labels (integer).

using	ResponseVector = Eigen::Matrix<Response, Eigen::Dynamic, 1>
	Dynamic-size column vector of group labels.

template<typename T>
using	Vector = Eigen::Matrix<T, Eigen::Dynamic, 1>
	Generic dynamic-size column vector.

Detailed Description

Core numeric type aliases for the ppforest2 library.

All matrix and vector types are Eigen dynamic-size types. The scalar precision for features is controlled by the compile-time flag PPFOREST2_DOUBLE_PRECISION (float by default).

Typedef Documentation

◆ Feature

using ppforest2::types::Feature = float

Scalar type for feature values (float or double).

◆ FeatureMatrix

using ppforest2::types::FeatureMatrix = Eigen::Matrix<Feature, Eigen::Dynamic, Eigen::Dynamic>

Dynamic-size matrix of feature values.

◆ FeatureVector

using ppforest2::types::FeatureVector = Eigen::Matrix<Feature, Eigen::Dynamic, 1>

Dynamic-size column vector of feature values.

◆ Matrix

template<typename T>

using ppforest2::types::Matrix = Eigen::Matrix<T, Eigen::Dynamic, Eigen::Dynamic>

Generic dynamic-size matrix.

◆ Response

using ppforest2::types::Response = int

Scalar type for group labels (integer).

◆ ResponseVector

using ppforest2::types::ResponseVector = Eigen::Matrix<Response, Eigen::Dynamic, 1>

Dynamic-size column vector of group labels.

◆ Vector