I'm working on a computer science report and need an explanation and answer to help me learn.
Using the machine learning MATLAB tutorial:
https://www.mathworks.com/products/demos/machine-learning/cluster_genes/cluster_genes.html
Download your own data set and perform all steps (in the tutorial). Your final document should contain the following:
The code in the tutorial might require some modifications to run on your sample dataset. Your document should provide detailed explanation of the results, your prestatistical analysis, and the charts/diagrams described above. In addition to your document, upload your MATLAB code and dataset. "Please make certain that you upload the .m file (code) and the .mat file (data). I need both in order to test your programming."
I did have a tutor working on this, but they cancelled my question, last minute and it is due by midnight on Tuesday October 12.
Grading Rubric
|
Item |
Description |
Points |
|
Comments |
MATLAB code properly and clearly commented |
25 |
|
Data Set |
Data Set properly explained and each variable is discussed |
25 |
|
Pre-statistical analysis |
Proper pre-analysis conducted to determine if any of the variables are strongly correlated |
25 |
|
Cluster diagram, PCA, K-Means and Hierarchical tree |
Student clearly demonstrated all 4 concepts, explained MATLAB code that generated the results, discussed the results and clearly showed results in graphical format (50 points each) |
100 |
|
Results |
Results are properly explained and graphed using MATLAB charts |
50 |
|
Format and professionalism |
Report is clearly written explaining every every step taken to create the NN. Third party references are used to support work |
25 |
|
TOTAL |
250 |
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