ELEC-E7130 - Internet Traffic Measurements and Analysis, Lecture, 6.9.2023-4.12.2023
This course space end date is set to 04.12.2023 Search Courses: ELEC-E7130
Assignment 8: Machine Learning
Completion requirements
Due: Wednesday, 22 November 2023, 10:00 PM
Learning outcomes
At the end of this assignment, students should be able to
- Understand the overall ML traffic classification process before solving tasks.
- Perform classification tasks with different ML algorithms.
- Use different performance metrics to evaluate the model.
- Select and save the best model for future datasets.
- Load already existing models, which can be helpful in the future when models need to be saved.
- Reduce the number of features to get more efficient learning.
- Recognize the utility of stationary time series and supervised learning datasets.
Instructions
- 13 September 2023, 11:17 AM
- 13 September 2023, 11:17 AM