| University | Singapore University of Social Science (SUSS) |
| Subject | FIN313: Machine Learning and AI for FinTech Assignment |
FIN313: Machine Learning and AI for FinTech Assignment, SUSS, Singapore: Suppose the bank is interested in classifying its customer’s value. As the data scientist of the bank
Question 2
Suppose the bank is interested in classifying its customer’s value. As the data scientist of the bank, you suggest it to use a machine learning model to automate this task. Therefore, you collected a data set of 20 customers, as shown in the below table. If a customer’s value is higher than a threshold, the label of this customer is ‘Good’; otherwise, the label is ‘Bad’.
Stuck with a lot of homework assignments and feeling stressed ?
Take professional academic assistance & Get 100% Plagiarism free papers
(a) (Python code) Suppose you would like to use the first 16 data points in the table as the training dataset, and the last 4 data points as the validation dataset. Implement the KNN classifier with K=3 and report the accuracy of your model on the validation dataset.
(b) (Python code) Propose at least one way to improve the performance of the KNN classifier developed in Q(a). You should report the improved accuracy on the validation dataset and explain your method. [Remark: the parameter of K is fixed as 3]
(c) Apart from the KNN method, you can also use a neural network for the above classification task. In the context of this question, which model do you think is more appropriate to use in this problem and why?
Hire a Professional Essay & Assignment Writer for completing your Academic Assessments
Are you struggling with your FIN313 Machine Learning and AI for FinTech Assignment? Look no further! At our service, we specialize in providing top-notch assistance for students in Singapore. Whether it's TMA, dissertation writing Singapore, or online assignment help, our experts are here to ensure your academic success. Entrust your assignments to us and experience the difference.
Tags:-
- MBA Assignment, UOM, Singapore: You are asked to undertake a financial ratio analysis of your chosen organisation
- Managerial accounting Home Work, SUSS, Singapore: HomeChef sources its ingredients from local producers and thus charges a premium
- MNO3701: Develop your critical thinking and analytical skills through an analysis of a current: Human Capital Management Essay, NUS
- Wills and Estate Individual Assignment, KU, Singapore: You were informed by Keith’s close friend that Keith suffered from posttraumatic stress disorder
- PSY259: Personality and Individual Differences Assignment, SUSS, Singapore: This ECA requires you to analyse a case study as well as to conduct an observational practice over ten days
- ARBE2308: Cost Planning & Estimating Assignment, Singapore: You have been working for a couple of years at QS2301 & Associates Pty Limited
- ACCT2062: Financila Accounting & Analysis Assignment, Financial Accounting and Analysis Assignment, RMIT, Singapore: You need to create and access a 30-day free Xero Trial file to complete the requirements of this assessment
- CC0003: Ethics and civics in a multicultural world Assignment, NTU, Singapore: Multiculturalism has made important contributions to the development of a mature society
- HRM318: Human Capital Measurement Assignment, SUSS, Singapore: In anticipation of Jungle’s emphasis on the need to have decisions based on evidence
- HRM318: Human Capital Measurement Assignment, SUSS, Singapore: The HR director is interested to support the use of face-to-face training method with statistical evidence
UP TO 15 % DISCOUNT