Semagle.Framework


Semagle.Framework

Semagle.MachineLearning.Metrics Namespace

ModuleDescription
Classification

Classification metrics

Regression

Regression metrics

Semagle.MachineLearning.SVM Namespace

TypeDescription
Kernel<'X>

Kernel function

MB

Unit of measure for cache size

SVM<'X, 'Y>

SVM model definition includes kernel function, array of support vectors with respective weights and bias value.

ModuleDescription
Kernel

Popular kernel functions definitions

LRU
MultiClass

Multi-class classification

OneClass

One class classification (distribution estimation)

Regression

Regression

SMO

Implementation of Sequential Minimal Optimization (SMO) algorithm

SVM
TwoClass

Two class classification

Semagle.Numerics.Vectors Namespace

TypeDescription
DenseVector

Dense vector stores both zero and non-zero values

SparseVector

Sparse vector stores non-zero values and non-zero values indeces

Vector

Vector abstract class

Semagle.Numerics.Vectors.IO Namespace

ModuleDescription
LibSVM

Reading and writing LIBSVM files

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