[SOLVED] CS564 - Machine Learning - Assignment 1

30.00 $

Programming resource
Digital learning resource
Category:
✓ Practical programming resource
✓ Suitable for guided study and reference
✓ Tutor guidance available when needed

Description

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Instructions:     

  1. Coding must be done using python and you are not supposed to use already available libraries of clustering algorithms.
  2. All the assignments should be completed and uploaded
  3. Markings will be based on the correctness and soundness of the outputs.
  4. Proper indentation and appropriate comments are mandatory.
  5. You should zip all the required files and name the zip file as roll_no.zip, eg.

1501cs11.zip.

  1. Upload your assignment (the zip file) in the following link: https://www.dropbox.com/request/MfJMYJGLwmGkUUwTbBuR

 

Find the best possible clusters (as per your understanding) and print all the possible clusters with their data points on the provided dataset “BR_mod.csv” of breast cancer patients using

  • Kmeans
  • Kmedoid and
  • hierarchical agglomerative algorithms.

 

Note: There are some missing values in the dataset. So, fill these values using any of the missing value estimation technique and then apply clustering algorithms.

 

 

 

Resource details

Understand the Task Before You Use the Resource

Review the requirements, identify the programming concepts involved, study the implementation and test your understanding with your own examples and modifications.