Computer Science Assignment | College Homework Help

Submission Deadline

Don't use plagiarized sources. Get Your Assignment on
Computer Science Assignment | College Homework Help
Just from $13/Page
Order Now

Marks and Feedback

Before 10am on:College Homework Help

20 working days after deadline (L4, 5 and 7)

15 working days after deadline (L6)

10 working days after deadline (block delivery)

Unit title & code

CIS111-6: Intelligent Systems and Data Mining

Assignment number and title

Assignment 1: Data Mining Solutions for Direct Marketing Campaign

Assessment type


Weighting of assessment


Unit learning outcomes

Analyse a Data Mining technique capable of supporting practitioners to make reliable decisions which require predictive modelling, for example, in a Business scenario

Demonstrate results of using an efficient technique which is capable of finding a solution to a given predictive problem represented by a data set

Evaluate the accuracy of the technique in terms of differences between the predicted values and the given data

What am I required to do in this assignment?

1. Task

Students will develop a DM solution for saving cost of a direct marketing campaign by reducing false positive (wasted call) and false negative (missed customer) decisions. Working on this assignment, students can consider the following scenario.

A Bank has decided to save the cost of a direct marketing campaign based on phone calls offering a product to a client. A cost efficient solution is expected to support the campaign with predictions for a given client profile whether the client subscribes to the product or not. A startup company wants to develop an innovative DM technology which will be competitive on the market.College Homework Help The Manager will interview and hire Data Analysts. The team will analyse the existing technologies to design a DM solution winning the competition. A team Manager will choose the best solution for the market competition in terms of cost efficiency. The evaluation of the developed solutions will be made on the test data. The costs will be defined for both the false positive and false negative predictions.

Examples of cost-efficient DM solutions for direct marketing are provided on the UCI Machine Learning repository describing a Bank Marketing problem.

Students will apply for one of roles: (i) group manager, (ii) group member, or will work  individually. The group manager will arrange comparison and ranking of solutions designed in a group, and will have additional 5 points. Each student will run individual experiments to find an efficient solution and  describe differences in experimental results.

2. Method and Technology

To design a solution, students will use Data Mining techniques such as Decision Trees and Artificial Neural Networks. Examples of solutions will be provided in R Scripting using (i) a Cloud technology CoCalc or (ii) an advanced development suit RStudio free for students.

3. Data        

The Assignment 1 Bank Marketing data set is available as a csv file.

4. Report submission and report template

Each solution will be evaluated in terms of the costs of false decisions made on the validation data. Reports will be submitted via BREO.  Reports can be prepared with a template. BREO similarity level of reports must be < 20%.

Is there a size limit?

2000 words on average

What do I need to do to pass? (Threshold Expectations from UIF)

Apply Decision Tree technique to solve the Bank Marketing task presented by a set of customer profiles

Analyse problems which are required to be resolved in order to develop a solution providing a high prediction accuracy on a given data set.

How do I produce high quality work that merits a good grade?

Identify a set of parameters which are required to be adjusted within DM techniques in order to optimise the solution in terms of prediction accuracy

College Homework Help

Explain how the parameters of a DM technique influence the prediction accuracy

Run experiments in order to verify the solution designed on the given data set

Analyse and compare the results of the experiments in a group and with the known from the literature.

How does assignment relate to what we are doing in scheduled sessions?

Data Mining techniques and use cases developed in R will be considered during  lectures and tutorials.

How will my assignment be marked?

Your assignment be marked according to the threshold expectations and the criteria on the following page.

You can use them to evaluate your own work and estimate your grade before you submit.


Weight, %

Lower 2nd – 50-59%

Upper 2nd – 60-69%

1st Class – 70%+




Fair analysis of the basic approaches

Relatively good analysis of the relevant literature, mainly covering the state-of-art

Excellent analysis of the relevant literature, fully covering the state-of-art




Fair design of a basic solution providing a reasonable performance within a single set of parameters

Design of a solution providing a fair performance in a series of experiments with different sets of parameters

Design of a solution providing a performance, competitive to known from the literature, in a series of experiments with different sets of parameters


Conclusion (30)College Homework Help

Fair conclusion on the experimental results obtained within a single set of parameters

Conclusion on and comparison of the experimental results obtained within two different sets of parameters

Conclusion on and comparison of the experimental results obtained within multiple sets of parameters, demonstrating a solution which provides a competitive performance Get Computer Science homework help today

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

Why Choose Us

Quality Papers

At, we always aim at 100% customer satisfaction. As such, we never compromise o the quality of our homework services. Our homework helpers ensure that they craft each paper carefully to match the requirements of the instruction form.

Professional Academic Writers

With, every student is guaranteed high-quality, professionally written papers. We ensure that we hire individuals with high academic qualifications who can maintain our quality policy. These writers undergo further training to sharpen their writing skills, making them more competent in writing academic papers.

Affordable Prices

Our company maintains a fair pricing system for all academic writing services to ensure affordability. Our pricing system generates quotations based on the properties of individual papers.

On-Time delivery

My Homework Writers guarantees all students of swift delivery of papers. We understand that time is an essential factor in the academic world. Therefore, we ensure that we deliver the paper on or before the agreed date to give students ample time for reviewing.

100% Originality maintains a zero-plagiarism policy in all papers. As such, My Homework Writers professional academic writers ensure that they use the students’ instructions to deliver plagiarism-free papers. We are very keen on avoiding any chance of similarities with previous papers.

Customer Support 24/7

Our customer support works around the clock to provide students with assistance or guidance at any time of the day. Students can always communicate with us through our live chat system or our email and receive instant responses. Feel free to contact us via the Chat window or support email:

Try it now!

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:

How it works?

Follow these simple steps to get your paper done

Place your order

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

Proceed with the payment

Choose the payment system that suits you most.

Receive the final file

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

Our Homework Writing Services

My Homework Writers holds a reputation for being a platform that provides high-quality homework writing services. All you need to do is provide us with all the necessary requirements of the paper and wait for quality results.


Essay Writing Services

At My Homework Writers, we have highly qualified academic gurus who will offer great assistance towards completing your essays. Our homework writing service providers are well-versed with all the aspects of developing high-quality and relevant essays.


Admission and Business Papers

With, we will help you secure a position at your desired institution. Our essay writing services include the crafting of admissions papers. We will still help you climb your career ladder by helping you write the official papers that will help you secure a job. We will guide you on how to write an outstanding portfolio or resume.


Editing and Proofreading has a professional editorial team that will help you organize your paper, paraphrase it, and eliminate any possible mistakes. Also, we will help you check on plagiarism to ensure that your final paper posses quality and originality.


Technical papers

My Homework Writers harbors professional academic writers from diverse academic disciplines. As such, we can develop homework writing services in all academic areas. The simplicity or complexity of the paper does not affect the quality of homework writing services.