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)
