Fundamentals Of AI Assignment, NUS, Singapore: Develop A Python Orange Program To Train A Machine Learning Classifiers To Classify The Mobile Phone Price Range
| University | National University of Singapore (NUS) |
Question 2 Classification of Notes authenticity
You are given a dataset, Mobiledata.csv, which contains features of the phone and their price range. The price range is indicated by the numbers 0,1,2, or 3. Your task is to train a classifier that can accurately detect a mobile phone’s price range.
You are required to:
- Develop a Python Orange program to train machine learning classifiers to classify the mobile phone price range. The classifier must achieve an F1 score of at least 0.9 on the test dataset.
- Explain the purpose of the training, validation, and test data in the machine learning workflow.
- Suppose you are only allowed to use one feature to train the classifier. Which feature would you choose, and explain why this feature is selected?
Hire a Professional Essay & Assignment Writer for completing your Academic Assessments
Empower your academic journey with our comprehensive range of services tailored for TMA submissions and individual assignments at the National University of Singapore (NUS). Our assignment writing service in Singapore is designed to support students tackling subjects like Fundamentals of AI. Dive into our specialized Dissertation Writing Services that cater to in-depth research needs. Specifically focusing on NUS's Fundamentals of AI Assignment, our experts excel in developing Python Orange programs to train machine learning classifiers, enabling precise classification of mobile phone price ranges. Students in Singapore can rely on our expertise, offering personalized guidance and support—pay our experts for tailored assistance in conquering your coursework.
- MKT362 Pricing End-of-Course Assessment Question 2026 | SUSS
- PSY 101 Introduction to Cultural Psychology Assessment 2026 | MU Singapore
- MKT371 Customer Insights and Analytics End-of-Course Assessment Question 2026 | SUSS
- MN3496K Clusters, Small Business and International Entrepreneurship Assignment 2026 |
- BM4708 Managing Hybrid Events Individual Assignment 3 2026 | Nanyang Polytechnic
- TSL561 Pedagogical Grammar End-of-Course Assessment 2026 | SUSS
- FMT302 Operation and Maintenance of Building Services TMA 02 | SUSS
- SM9532 Strategic Frameworks and Cultural Contexts in International Management Assessment Brief 2026 | NU
- SC1007 Data Structures & Algorithms Assignment Question 2026 | NTU
- SOC309 Contemporary Social Theory Assignment Question 2026 | SUSS
