Bob Linear Machines and Trainers¶
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(The original entry is located in /scratch/builds/bob/bob.learn.linear/doc/c_cpp_api.rst, line 63.)
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)