You are hired as a data analyst for Diamonds Inc., a company who appraises diamonds. The company…

You are hired as a data analyst for Diamonds Inc., a company who appraises diamonds. The company
would like to automate appraisals for future shipments and you are responsible for developing the
method of automatization. A sample of the training and testing data is given. For reference, you are given a dataset containing 48547 diamonds with the
following characteristics (variables):

price price in US dollars ($326–$18,823)
carat weight of the diamond (0.2–5.01)
cut quality of the cut (Fair, Good, Very Good, Premium, Ideal)
color diamond color, from J (worst) to D (best)
clarity a measurement of how clear the diamond is (I1 (worst), SI2, SI1, VS2, VS1, VVS2, VVS1, IF (best))
x length in mm (0–10.74)
y width in mm (0–58.9)
z depth in mm (0–31.8)
depth total depth percentage = z / mean(x, y) = 2 * z / (x + y) (43–79)
table width of top of diamond relative to widest point (43–95)
Your task is:
1.) Create the machine learning model to appraise the price of diamonds based on their
characteristics.

a. Use the unsupervised data mining method Association Rules to create automatization.

b. in python, use the training dataset to train your model.. (please show code since i am only providing a sample of the code)

c. Use your model to make predictions on the testing dataset. Evaluate the precision of your
model using the metrics.
d. Save script.

2.) Reporting the details.

– Goal of your work (e.g.: automatic appraisal system)
– Short description of the methods used (e.g.: Regression Tree, what it does, how you
used it)
– Data collection (you just need to describe the training dataset to show the CEO what
you worked with)
– Results (show how precise you model is by evaluating your using your chosen
metrics for the testing dataset).

testing set:

Calculate the price of your order

550 words
We'll send you the first draft for approval by September 11, 2018 at 10:52 AM
Total price:
$26
The price is based on these factors:
Academic level
Number of pages
Urgency
Basic features
  • Free title page and bibliography
  • Unlimited revisions
  • Plagiarism-free guarantee
  • Money-back guarantee
  • 24/7 support
On-demand options
  • Writer’s samples
  • Part-by-part delivery
  • Overnight delivery
  • Copies of used sources
  • Expert Proofreading
Paper format
  • 275 words per page
  • 12 pt Arial/Times New Roman
  • Double line spacing
  • Any citation style (APA, MLA, Chicago/Turabian, Harvard)

Our guarantees

Delivering a high-quality product at a reasonable price is not enough anymore.
That’s why we have developed 5 beneficial guarantees that will make your experience with our service enjoyable, easy, and safe.

Money-back guarantee

You have to be 100% sure of the quality of your product to give a money-back guarantee. This describes us perfectly. Make sure that this guarantee is totally transparent.

Read more

Zero-plagiarism guarantee

Each paper is composed from scratch, according to your instructions. It is then checked by our plagiarism-detection software. There is no gap where plagiarism could squeeze in.

Read more

Free-revision policy

Thanks to our free revisions, there is no way for you to be unsatisfied. We will work on your paper until you are completely happy with the result.

Read more

Privacy policy

Your email is safe, as we store it according to international data protection rules. Your bank details are secure, as we use only reliable payment systems.

Read more

Fair-cooperation guarantee

By sending us your money, you buy the service we provide. Check out our terms and conditions if you prefer business talks to be laid out in official language.

Read more
error: Content is protected !!