From 168c4c533e4328b0338d61f6b5d2742692ca6a5b Mon Sep 17 00:00:00 2001 From: Gertjan van den Burg Date: Thu, 7 Jun 2018 12:45:34 +0100 Subject: Change default coef to 1 so we have inhomogeneous poly kernel --- gensvm/core.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) (limited to 'gensvm') diff --git a/gensvm/core.py b/gensvm/core.py index 8163c4d..a729bea 100644 --- a/gensvm/core.py +++ b/gensvm/core.py @@ -91,7 +91,7 @@ class GenSVM(BaseEstimator, ClassifierMixin): 'auto' then 1/n_features will be used. See `Kernels in GenSVM `_ for the exact implementation of the kernels. - coef : float, optional (default=0.0) + coef : float, optional (default=1.0) Kernel parameter for the poly and sigmoid kernel. See `Kernels in GenSVM `_ for the exact implementation of the kernels. @@ -142,7 +142,7 @@ class GenSVM(BaseEstimator, ClassifierMixin): """ def __init__(self, p=1.0, lmd=1e-5, kappa=0.0, epsilon=1e-6, - weights='unit', kernel='linear', gamma='auto', coef=0.0, + weights='unit', kernel='linear', gamma='auto', coef=1.0, degree=2.0, kernel_eigen_cutoff=1e-8, verbose=0, random_state=None, max_iter=1e8): -- cgit v1.2.3