Python Bytes - Machine Learning Birch Part 7 Subclusters Prediction Code in Description

#Coded by Andrew C
import pandas as pd
from sklearn import datasets

import numpy

X = wine[['alcohol', 'total_phenols']]

scale = StandardScaler()

BRC = Birch(branching_factor=50, n_clusters=None, threshold=.5)

BRC.fit(X_scaled)

print("Coordinates of the new data:")
print(X_new_scaled)
print()

print("Predicted cluster of new data:")
print(BRC.predict(X_new_scaled))

#coding #datascience #python