From 597b33c8b11f42df84a55f6c73238802c5aca7b7 Mon Sep 17 00:00:00 2001
From: Amir Mohammadi <amir.mohammadi@idiap.ch>
Date: Fri, 2 Dec 2016 15:32:14 +0100
Subject: [PATCH] Saner defaults for MLP
---
bob/fusion/base/algorithm/MLP.py | 2 +-
bob/fusion/base/algorithm/mlp_train_helper.py | 2 +-
2 files changed, 2 insertions(+), 2 deletions(-)
diff --git a/bob/fusion/base/algorithm/MLP.py b/bob/fusion/base/algorithm/MLP.py
index 44bf878..1af5531 100644
--- a/bob/fusion/base/algorithm/MLP.py
+++ b/bob/fusion/base/algorithm/MLP.py
@@ -21,7 +21,7 @@ class MLP(AlgorithmBob):
def __init__(self,
n_systems=2,
- hidden_layers=(3,),
+ hidden_layers=(5,),
seed=None,
machine=None,
trainer=None,
diff --git a/bob/fusion/base/algorithm/mlp_train_helper.py b/bob/fusion/base/algorithm/mlp_train_helper.py
index 6a3fb88..124e7f6 100644
--- a/bob/fusion/base/algorithm/mlp_train_helper.py
+++ b/bob/fusion/base/algorithm/mlp_train_helper.py
@@ -178,7 +178,7 @@ class MLPTrainer(object):
epoch=1,
max_iter=1000,
no_improvements=0,
- valley_condition=0.9,
+ valley_condition=1,
machine=None,
trainer=None,
*args, **kwargs
--
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