From 1af5a0e0a81491894b684d9e25841436a164f80c Mon Sep 17 00:00:00 2001
From: Naoya Kanai <naopon@gmail.com>
Date: Thu, 11 May 2017 09:44:08 -0700
Subject: [PATCH] [MRG] Update URL for species distribution dataset (#8864)

---
 examples/applications/plot_species_distribution_modeling.py | 2 +-
 examples/neighbors/plot_species_kde.py                      | 2 +-
 sklearn/datasets/species_distributions.py                   | 6 +++---
 3 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/examples/applications/plot_species_distribution_modeling.py b/examples/applications/plot_species_distribution_modeling.py
index 6dab5fa8c9..afe2adb8c1 100644
--- a/examples/applications/plot_species_distribution_modeling.py
+++ b/examples/applications/plot_species_distribution_modeling.py
@@ -31,7 +31,7 @@ References
 ----------
 
  * `"Maximum entropy modeling of species geographic distributions"
-   <http://www.cs.princeton.edu/~schapire/papers/ecolmod.pdf>`_
+   <http://rob.schapire.net/papers/ecolmod.pdf>`_
    S. J. Phillips, R. P. Anderson, R. E. Schapire - Ecological Modelling,
    190:231-259, 2006.
 """
diff --git a/examples/neighbors/plot_species_kde.py b/examples/neighbors/plot_species_kde.py
index c5010d37ae..a333c7b677 100644
--- a/examples/neighbors/plot_species_kde.py
+++ b/examples/neighbors/plot_species_kde.py
@@ -31,7 +31,7 @@ References
 ----------
 
  * `"Maximum entropy modeling of species geographic distributions"
-   <http://www.cs.princeton.edu/~schapire/papers/ecolmod.pdf>`_
+   <http://rob.schapire.net/papers/ecolmod.pdf>`_
    S. J. Phillips, R. P. Anderson, R. E. Schapire - Ecological Modelling,
    190:231-259, 2006.
 """
diff --git a/sklearn/datasets/species_distributions.py b/sklearn/datasets/species_distributions.py
index 14b5b38d0c..518880534f 100644
--- a/sklearn/datasets/species_distributions.py
+++ b/sklearn/datasets/species_distributions.py
@@ -20,7 +20,7 @@ The two species are:
 References:
 
  * `"Maximum entropy modeling of species geographic distributions"
-   <http://www.cs.princeton.edu/~schapire/papers/ecolmod.pdf>`_
+   <http://rob.schapire.net/papers/ecolmod.pdf>`_
    S. J. Phillips, R. P. Anderson, R. E. Schapire - Ecological Modelling,
    190:231-259, 2006.
 
@@ -55,7 +55,7 @@ from ..utils import Bunch
 from sklearn.datasets.base import _pkl_filepath
 from sklearn.externals import joblib
 
-DIRECTORY_URL = "http://www.cs.princeton.edu/~schapire/maxent/datasets/"
+DIRECTORY_URL = "http://biodiversityinformatics.amnh.org/open_source/maxent/"
 
 SAMPLES_URL = DIRECTORY_URL + "samples.zip"
 COVERAGES_URL = DIRECTORY_URL + "coverages.zip"
@@ -195,7 +195,7 @@ def fetch_species_distributions(data_home=None,
     ----------
 
     * `"Maximum entropy modeling of species geographic distributions"
-      <http://www.cs.princeton.edu/~schapire/papers/ecolmod.pdf>`_
+      <http://rob.schapire.net/papers/ecolmod.pdf>`_
       S. J. Phillips, R. P. Anderson, R. E. Schapire - Ecological Modelling,
       190:231-259, 2006.
 
-- 
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