Bob Linear Machines and Trainers

This package includes the definition of a linear machine, which is capable of either projecting the input data into maximally spread representations, linearly, or providing linear separation planes for multi-class data samples. The package includes the machine definition per se and a selection of different trainers for specialized purposes:

  • Principal Component Analysis

  • Fisher’s Linear Discriminant Analysis

  • (Conjugate Gradient) Logistic Regression

  • Whitening filter

  • Within-class covariance normalization (WCCN)

Indices and tables