diff --git a/docs/docs/ml.xml b/docs/docs/ml.xml index e434c7175..4bbedbca7 100644 --- a/docs/docs/ml.xml +++ b/docs/docs/ml.xml @@ -126,8 +126,8 @@ Davis E. King. cross_validate_trainer cross_validate_trainer_threaded pick_initial_centers - rank_features_rbf - verbose_rank_features_rbf + find_gamma_with_big_centroid_gap + verbose_find_gamma_with_big_centroid_gap @@ -747,14 +747,6 @@ Davis E. King. - Note that there are convenience wrappers for calling this function. - They are the rank_features_rbf and - verbose_rank_features_rbf functions. - They automatically create the kcentroid required to - use this function and fill out the relevant parameters for you with a reasonable set - of defaults. -

rank_features_ex.cpp.html @@ -765,13 +757,14 @@ Davis E. King. - rank_features_rbf + find_gamma_with_big_centroid_gap dlib/svm.h dlib/svm/feature_ranking_abstract.h - This is just a wrapper for the rank_features function. It - sets up the ranking to use the radial_basis_kernel and - automatically picks the gamma parameter of this kernel. + This is a function that tries to pick a reasonable default value for the + gamma parameter of the radial_basis_kernel. It + picks the parameter that gives the largest separation between the centroids, in + kernel feature space, of two classes of data. rank_features_ex.cpp.html @@ -782,11 +775,12 @@ Davis E. King. - verbose_rank_features_rbf + verbose_find_gamma_with_big_centroid_gap dlib/svm.h dlib/svm/feature_ranking_abstract.h - This is just a version of rank_features_rbf that is + This is just a version of + find_gamma_with_big_centroid_gap that is verbose in the sense that it prints out status messages as it proceeds. diff --git a/docs/docs/term_index.xml b/docs/docs/term_index.xml index 1632edecc..904390d8c 100644 --- a/docs/docs/term_index.xml +++ b/docs/docs/term_index.xml @@ -28,6 +28,8 @@ + + @@ -138,8 +140,8 @@ - - + +