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| author | Gertjan van den Burg <burg@ese.eur.nl> | 2015-01-30 16:22:52 +0100 |
|---|---|---|
| committer | Gertjan van den Burg <burg@ese.eur.nl> | 2015-01-30 16:22:52 +0100 |
| commit | df9c3ca0b62f1a20071bee3a55d24d673c5d11e0 (patch) | |
| tree | d3a2d6be5dfe6e2a4e248ad04dfdbb40852c8f7a /include/gensvm_kernel.h | |
| parent | update documentation gensvm structs (diff) | |
| download | gensvm-df9c3ca0b62f1a20071bee3a55d24d673c5d11e0.tar.gz gensvm-df9c3ca0b62f1a20071bee3a55d24d673c5d11e0.zip | |
first working version of new kernel GenSVM
Diffstat (limited to 'include/gensvm_kernel.h')
| -rw-r--r-- | include/gensvm_kernel.h | 24 |
1 files changed, 14 insertions, 10 deletions
diff --git a/include/gensvm_kernel.h b/include/gensvm_kernel.h index bf46bbc..d5c5e8d 100644 --- a/include/gensvm_kernel.h +++ b/include/gensvm_kernel.h @@ -21,18 +21,22 @@ struct GenData; struct GenModel; // function declarations -void gensvm_make_kernel(struct GenModel *model, struct GenData *data); - -long gensvm_make_eigen(double *K, long n, double **P, double **Lambda); +void gensvm_kernel_preprocess(struct GenModel *model, struct GenData *data); +void gensvm_kernel_postprocess(struct GenModel *model, + struct GenData *traindata, struct GenData *testdata); +void gensvm_make_kernel(struct GenModel *model, struct GenData *data, + double *K); +long gensvm_make_eigen(double *K, long n, double **P, double **Sigma); void gensvm_make_crosskernel(struct GenModel *model, - struct GenData *data_train, struct GenData *data_test, + struct GenData *data_train, struct GenData *data_test, double **K2); +void gensvm_make_trainfactor(struct GenData *data, double *P, double *Sigma, + long r); +void gensvm_make_testfactor(struct GenData *testdata, + struct GenData *traindata, double *K2); +double gensvm_dot_rbf(double *x1, double *x2, double *kernelparam, long n); +double gensvm_dot_poly(double *x1, double *x2, double *kernelparam, long n); +double gensvm_dot_sigmoid(double *x1, double *x2, double *kernelparam, long n); -double gensvm_compute_rbf(double *x1, double *x2, double *kernelparam, - long n); -double gensvm_compute_poly(double *x1, double *x2, double *kernelparam, - long n); -double gensvm_compute_sigmoid(double *x1, double *x2, double *kernelparam, - long n); #endif |