About:
C++ software for statistical classification, probability estimation and interpolation/non-linear regression using variable bandwidth kernel estimation.
Changes:
New in Version 0.9.8:
bug fixes: svm file conversion works properly and is more general
non-hierarchical multi-borders has 3 options for solving for the conditional probabilities: matrix inversion, voting, and matrix inversion over-ridden by voting, with re-normalization
multi-borders now works with external binary classifiers
random numbers resolve a tie when selecting classes based on probabilities
pair of routines, sort_discrete_vectors and search_discrete_vectors, for classification based on n-d binning (still experimental)
command options have been changed with many new additions, see QUICKSTART file or run the relevant commands for details
|