From 12e895f8a7e2b8103b9ad8276bcbdfcb8d2f74cd Mon Sep 17 00:00:00 2001
From: Nicolo Fusi <nicolo.fusi@gmail.com>
Date: Tue, 19 Feb 2013 14:40:28 +0000
Subject: [PATCH] added contribution from the prior to marginal LL printed in
 the model __str__

---
 GPy/core/model.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/GPy/core/model.py b/GPy/core/model.py
index a0628c42..5160273b 100644
--- a/GPy/core/model.py
+++ b/GPy/core/model.py
@@ -294,7 +294,8 @@ class model(parameterised):
         strs = [str(p) if p is not None else '' for p in self.priors]
         width = np.array(max([len(p) for p in strs] + [5])) + 4
 
-        s[0] = 'Marginal log-likelihood: {0:.3e}\n'.format(self.log_likelihood()) + s[0]
+        MLL = self.log_likelihood() + self.log_prior()
+        s[0] = 'Marginal log-likelihood: {0:.3e}\n'.format(MLL) + s[0]
         s[0] += "|{h:^{col}}".format(h = 'Prior', col = width)
         s[1] += '-'*(width + 1)