Decision Tree Analysis

Decision Tree Analysis

Please see Scoring Guide Attachment and example data sets are linked below!

Competency

Explain the use of classification analysis in data science.

Scenario

Sprockets Corporation designs high-end, specialty machine parts for a variety of industries. You have been hired by Sprockets to assist them with their data analysis needs. Sprockets Corporation management would like more insight to their sales data. You have been directed to perform a decision tree analysis between the sale price and the related product features to provide a different insight into the predictive power of these variables. Use two separate packages for your analysis: the Python programming language and Python module: docclass.py from “programming collective intelligence” and the R Programming language and the rpart function.

Instructions

John Sprocket, CEO has asked you to prepare a presentation for the leadership team showcasing your decision tree models using R programming language and rpart function, and Python programming language and Python based module. You will also include an executive summary including all source code, results and supplemental information necessary for the leadership team.

  • With the R programming rpart function, generate a decision tree model using the sales price PRICEEACH as your dependent variable and consider the SALES, QUANTITYORDERED and PRICEEACH as features.
  • With the docclass.py Python based module and the Python language, generate a decision tree using PRICEEACH as your dependent variable and also include CITY, COUNTRY, DEALSIZE and CUSTOMER added to your existing features of SALES, QUANTITYORDERED AND PRICEEACH. Note that the docclass.py module will accept string values as input for the decision tree.
  • In both libraries, prune the tree appropriately in order to support a concise description that can lead to actionable results.

Please see Scoring Guide Attachment and example data sets are linked below!

https://learning.rasmussen.edu/bbcswebdav/pid-5855338-dt-content-rid-151629591_1/xid-151629591_1

Our Essay Writing Service Features

Qualified Writers
Looming deadline? Get your paper done in 6 hours or less. Message via chat and we'll get onto it.
Anonymity
We care about the privacy of our clients and will never share your personal information with any third parties or persons.
Free Turnitin Report
A plagiarism report from Turnitin can be attached to your order to ensure your paper's originality.
Safe Payments
The further the deadline or the more pages you order, the lower the price! Affordability is in our DNA.
No Hidden Charges
We offer the lowest prices per page in the industry, with an average of $7 per page
24/7/365 Support
You can contact us any time of day and night with any questions; we'll always be happy to help you out.
$15.99 Plagiarism report
$15.99 Plagiarism report
$15.99 Plagiarism report
$15.99 Plagiarism report
$3.99 Outline
$21.99 Unlimited Revisions
Get all these features for $65.77 FREE
Do My Paper

Frequently Asked Questions About Our Essay Writing Service

Academic Paper Writing Service

Our essay writers will gladly help you with:

Essay
Business Plan
Presentation or Speech
Admission Essay
Case Study
Reflective Writing
Annotated Bibliography
Creative Writing
Report
Term Paper
Article Review
Critical Thinking / Review
Research Paper
Thesis / Dissertation
Book / Movie Review
Book Reviews
Literature Review
Research Proposal
Editing and proofreading
Other
Find Your Writer

Latest Feedback From Our Customers

Customer ID:  # 678224
Research Paper
Highly knowledgeable expert, reasonable price. Great at explaining hard concerts!
Writer: Raymond B.
08/10/2021
Customer ID: # 619634
Essay (any type)
Helped me with bear and bull markets right before my exam! Fast teacher. Would work with Grace again.
Writer: Lilian G.
08/10/2021
Customer ID: # 519731
Research Paper
If you are scanning reviews trying to find a great tutoring service, then scan no more. This service elite!
Writer: Grace P.
08/10/2021
Customer ID: #499222
Essay (any type)
This writer is great, finished very fast and the essay was perfect. Writer goes out of her way to meet your assignment needs!
Writer: Amanda B.
08/10/2021
Place an Order

Calculate the price of your order

You will get a personal manager and a discount.
We'll send you the first draft for approval by at
Total price:
$0.00
×

Powered by WhatsApp Chat

× How can I help you?