From 66b27b62198d7a9eff050faa4820777df0fb9b5d Mon Sep 17 00:00:00 2001
From: Emma Hoppmann <emma@hoppmann.me>
Date: Wed, 5 Jun 2019 15:19:38 -0400
Subject: [PATCH] adasyn.py: remove use of depreciated numpy function
 random_integers

---
 adasyn.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/adasyn.py b/adasyn.py
index bc3c285..40ce32c 100644
--- a/adasyn.py
+++ b/adasyn.py
@@ -146,8 +146,8 @@ def generate_samples(self, x, knns, knnLabels, cl):
             # generate gi synthetic examples for every minority example
             for i in range(0, int(self.gi[ind])):
                 # randi holds an integer to choose a random minority kNNs
-                randi = self.random_state_.random_integers(
-                    0, len(min_knns) - 1)
+                randi = self.random_state_.randint(
+                    0, len(min_knns))
                 # l is a random number in [0,1)
                 l = self.random_state_.random_sample()
                 # X[min_knns[randi]] is the Xzi on equation [5]