CS 6907 Lab 5

Due Sunday, 10/01/2023, by midnight (23:59, EST)

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Goals

The goals for this lab assignment are:

  • Understand Clustering

  • Get familiar with the Clustering dataset

  • Work on the midterm project

1. Unsupervised Learning (Three Hours)

  • User Guide

  • Review the examples in section 2.3 Clustering

  • Review the examples in section 2.5. Decomposing signals in componets

  • Write down you understanding of unsupervised learning

2. Clustering(Two Hours)

  • Overview of clustering methods

  • Compare the clustering algorithms, using the Iris dataset.

  • Add the sections about clustering to your existing lab 4 Submission

  • Add more references, equations, tables and figures.

3. Midterm Draft 1 (Three Hours)

4. Submission Guide

  • Each student team only submits one file, lab_5_lastname1_lastname2.zip, including

    1. lab_5_lastname1_lastname2.pdf in AAAI format, directly download the PDF file from your overleaf project.

    2. mid_term_draft.pdf in AAAI format, directly download the PDF file from your overleaf project.

5. Notes

  • Email 'x.qu@gwu.edu' your zip file for lab 5.

  • Lab assignments will typically be released on Tuesday and will be due by midnight on Sunday.