Decision Tree Analysis Homework

Decision Tree Analysis

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

Get Essay Writing Help with Homework Market

Homeworkmarket
Calculate your paper price
Pages (550 words)
Approximate price: -

Why Homework Market

HomeworkMarket

Quality Researched Papers

We always make sure that writers follow all your instructions precisely. You can choose your academic level: high school, college/university or professional, and we will assign a writer who has a respective degree.

Homework Market

Qualified Writers

We have hired a team of professional writers experienced in academic and business writing. Most of them are native speakers and PhD holders able to take care of any assignment you need help with.

HomeworkMarket

Unlimited Revision

If you think we missed something, send your order for a free revision. You have 10 days to submit the order for review after you have received the final document. You can do this yourself after logging into your personal account.

HomeworkMarket

Timely Delivery

All papers are always delivered on time. In case we need more time to master your paper, we may contact you regarding the deadline extension. We will always strive to deliver on time.

HomeworkMarket

Original & Confidential

We use several writing tools checks to ensure that all documents you receive are free from plagiarism. Our editors carefully review all quotations in the text.

HomeworkMarket

Customer Support 24/7

Our support agents are available 24 hours a day 7 days a week and committed to providing you with the best customer experience. Get in touch whenever you need any assistance.

Try it now!

Calculate the price of your order

Total price:
$0.00

How it works?

Follow these simple steps to get your paper done

Homework Market

Place your order

Fill in the order form and provide all details of your assignment.

Homework Market

Proceed with the payment

Choose the payment system that suits you most.

Homework Market

Receive the final file

Once your paper is ready, we will email it to you.

Homework Market Writing Services

No need to work on essay at night. Sleep tight, we will cover your back. We offer all kinds of essay writing services.

HomeworkMarket HomeworkMrket

Essays

Essay Writing Services

No matter what kind of academic paper you need and how urgent you need it, you are welcome to choose your academic level and the type of your paper at an affordable price. We take care of all your paper needs and give a 24/7 customer care support system.

HomeworkMarket HomeworkMarket

Admissions

Admission Essays

An admission essay is an essay or other written statement by a candidate, often a potential student enrolling in a college, university, or graduate school. You can be rest assurred that through our service we will write the best admission essay for you.

HomeworkMarket HomeworkMarket

Editing

Essay Editing

Our academic writers and editors make the necessary changes to your paper so that it is polished. We also format your document by correctly quoting the sources and creating reference lists in the formats APA, Harvard, MLA, Chicago / Turabian.

HomeworkMarket HomeworkMarket

Research Paper

Research Paper

If you think your paper could be improved, you can request a review. In this case, your paper will be checked by the writer or assigned to an editor. You can use this option as many times as you see fit. This is free because we want you to be completely satisfied.