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Diffstat (limited to 'docs/cls_gensvm.rst')
| -rw-r--r-- | docs/cls_gensvm.rst | 21 |
1 files changed, 14 insertions, 7 deletions
diff --git a/docs/cls_gensvm.rst b/docs/cls_gensvm.rst index 4e67631..fc19bf4 100644 --- a/docs/cls_gensvm.rst +++ b/docs/cls_gensvm.rst @@ -26,16 +26,19 @@ 'linear', 'poly', 'rbf', or 'sigmoid'. :type kernel: string, optional (default='linear') :param gamma: Kernel parameter for the rbf, poly, and sigmoid kernel. If gamma is - 'auto' then 1/n_features will be used. + 'auto' then 1/n_features will be used. See `Kernels in GenSVM + <gensvm_kernels_>`_ for the exact implementation of the kernels. :type gamma: float, optional (default='auto') - :param coef: Kernel parameter for the poly and sigmoid kernel + :param coef: Kernel parameter for the poly and sigmoid kernel. See `Kernels in + GenSVM <gensvm_kernels_>`_ for the exact implementation of the kernels. :type coef: float, optional (default=0.0) - :param degree: Kernel parameter for the poly kernel + :param degree: Kernel parameter for the poly kernel. See `Kernels in GenSVM + <gensvm_kernels_>`_ for the exact implementation of the kernels. :type degree: float, optional (default=2.0) - :param kernel_eigen_cutoff: Cutoff point for the reduced eigendecomposition used with - kernel-GenSVM. Eigenvectors for which the ratio between their - corresponding eigenvalue and the largest eigenvalue is smaller than the - cutoff will be dropped. + :param kernel_eigen_cutoff: Cutoff point for the reduced eigendecomposition used with nonlinear + GenSVM. Eigenvectors for which the ratio between their corresponding + eigenvalue and the largest eigenvalue is smaller than the cutoff will + be dropped. :type kernel_eigen_cutoff: float, optional (default=1e-8) :param verbose: Enable verbose output :type verbose: int, (default=0) @@ -67,6 +70,10 @@ :class:`.GenSVMGridSearchCV` Helper class to run an efficient grid search for GenSVM. + .. _gensvm_kernels: + https://gensvm.readthedocs.io/en/latest/#kernels-in-gensvm + + .. py:method:: GenSVM.fit(X, y, seed_V=None) :noindex: |