Posted on: 6th Jul 2023
Machine Learning Assignment, NUS, Singapore: Explore, prepare, and transform the data to facilitate predictive modelling
| University | National University of Singapore (NUS) |
- Explore, prepare, and transform the data to facilitate predictive modelling. Here are some hints: In exploratory modelling, it is useful to move fairly soon to at least an initial model without solving all data preparation issues. One example is the GPS information—other geographic information is available so you could defer the challenge of how to interpret/use the GPS information.
- How will you deal with missing data, such as cases where NaN is indicated? Think about what useful information might be held within the date and time fields. The data file contains a worksheet with some hints on how to extract features from the date/time field.
- Think also about the categorical variables, and how to deal with them. Should we turn them all into dummies? Use only some?
- Fit ANY TWO predictive models of your choice, one of which must be a neural network. Do they provide information on how the predictor variables relate to cancellations?
- Report the predictive performance of your model in terms of error rates. How well does the model perform? Can the model be used in practice?
Hire a Professional Essay & Assignment Writer for completing your Academic Assessments
Get Help By Expert
Elevate Your Academic Performance with Premier Assignment help Singapore. Trust My Assignment Help SG for Enhancing Your Grades at the National University of Singapore (NUS). Our Seasoned Writers Offer Customized Support to Meet Your Needs, Guaranteeing Punctual Delivery and Original Content Free from Plagiarism. Additionally, Access Our Professionals for Exceptional Report Writing Services.
Tags:-
Answer
Recent Solved Questions
- RBP020L047 EMS Strategic Marketing Communication Assessment Brief
- B2089C Career Development and Counselling Coursework Assessment 2026
- B2079C Job and Labour Market Analysis Individual Coursework Assignment 2026
- BA8081 Innovation Management Individual CA 2 AY2025 SEM 2
- Ethical Hacking Individual Coursework Assessment | NUS
- 7005MHR Leadership: Towards Mastery of Leading Change and Inclusivity Assignment
- PSB7005CL Leadership: Towards Mastery of Leading Change and Inclusivity Assignment Brief
- BBS67 Principle of Finance Individual Assignment Question | UoM
- HS3225 Transition and Palliative Care Written Assignment | Nanyang Polytechnic
- NUR 3015 Health and Social Policy Summative Assignment Report 2025/26 | SIT
