Homepage
Exam
COMP2420/COMP6420 - 2020 Sample - Question 5 - K-Means Clustering

COMP2420/COMP6420 - 2020 Sample - Question 5 - K-Means Clustering

This question has been solved

Engage in a Conversation

Question 5: Clustering [10 Marks]¶

q5_electricity = pd.read_csv('./data/electricity.csv')

Sometimes you end up with a dataset that that has plenty of hidden information that you can discover using clustering algorithms. Using the Electricity dataset (detailed in Q4), implement a K-Means clustering algorithms, based on the price and demand of NSW users. Provide a visual output of the resulting clusters for each group of users. Provide commentary on whether the clustering could be used in real life or not and provide reasoning.[10 marks] CourseNana.COM

Note: You may use Sklearn or any equivlant packages provided they are within the standard Anaconda installation CourseNana.COM

Get the Solution to This Question

WeChat (微信)

Last: COMP2420/COMP6420 - 2020 Sample - Question 4 - KNN Classification

Next: [2020] COMPSCI 711 Parallel and Distributed Computing - Time Complexity for Distributed Algorithms