From b68bfc45dfa8281094e3453b9e44658b5512f62d Mon Sep 17 00:00:00 2001
From: Vikram Vikrant <50881531+VikramVikrant@users.noreply.github.com>
Date: Wed, 12 Jun 2019 18:13:13 +0530
Subject: [PATCH] Create NearestCentroid.py

---
 very_simple_examples/NearestCentroid.py | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)
 create mode 100644 very_simple_examples/NearestCentroid.py

diff --git a/very_simple_examples/NearestCentroid.py b/very_simple_examples/NearestCentroid.py
new file mode 100644
index 0000000..bf7fe92
--- /dev/null
+++ b/very_simple_examples/NearestCentroid.py
@@ -0,0 +1,16 @@
+from sklearn.neighbors.nearest_centroid import NearestCentroid
+
+clf = NearestCentroid()
+
+# height , weight, shoesize of 11 persons
+X=[[180,70,8],[160,45,5],[120,60,5],[190,90,10],[200,85,11],[100,60,5],[250,150,12],[120,55,6],[140,60,7],\
+   [150,70,9],[90,55,3]]
+
+# Gender of 11 persons of respective height,weight & shoesize
+Y=['male','female','female','male','male','female','male','female','male','male','female'] 
+
+clf = clf.fit(X,Y)
+
+prediction = clf.predict([[250,150,12]])
+
+print(prediction)