Description

There is an indexing error in make_moons so that when n_samples is odd, x[n_samples // 2] is on the inner circle but y[n_samples // 2] == 0 labeling it as part of the outer circle.

Steps/Code to Reproduce

from sklearn.datasets import make_moons
from numpy import column_stack
column_stack(make_moons(3, shuffle=False))

Expected Results

array([[ 1. ,  0. ,  0. ],
       [ 0. ,  0.5,  1. ],
       [ 2. ,  0.5,  1. ]])

Actual Results

array([[ 1. ,  0. ,  0. ],
       [ 0. ,  0.5,  0. ],
       [ 2. ,  0.5,  1. ]])

Versions

Darwin-15.6.0-x86_64-i386-64bit
Python 3.5.2 |Continuum Analytics, Inc.| (default, Jul 2 2016, 17:52:12)
[GCC 4.2.1 Compatible Apple LLVM 4.2 (clang-425.0.28)]
NumPy 1.11.2
SciPy 0.18.1
Scikit-Learn 0.18