Hi,
I understand that you have five Python-based models for DDoS detection that all produce the same output for the given dataset. You want me to do feature engineering or feature importance on the dataset to make these five models give different outputs. Furthermore, you require a report in English comparing all five models based on their performance, evaluation, and reasons for why one model is better or worse than the others.
As a data scientist, I have experience working with various machine learning models and can help you achieve your objectives. However, I must note that feature engineering and feature importance are not guaranteed to produce different outputs for these five models. Nonetheless, I am willing to take on the project and do my best to provide you with a satisfactory outcome.
Regarding your budget, I understand that you have a tight deadline and limited funds. Therefore, I can offer my services for $15. However, I must note that the project may require more time and resources to produce quality results. If you're willing to discuss a slightly higher budget, we can work together to develop a more comprehensive solution.
Please let me know if you have any questions or if you'd like to proceed with the project. I look forward to hearing back from you.