Python -notebook file with ‘.ipynb’ Background In this project you are given a dataset and an article that uses this dataset. The authors have…

  

Python -notebook file with “.ipynb”Background   In this project you are given a dataset and an article that uses this dataset. The authors have developed ten ML models for predicting survival of patients with heart failure and compared their performance. You must read the article to understand the problem, the dataset, and the methodology to complete the following tasks.   Dataset  https://github.com/mat082005/staticData/blob/main/dataset.csv Article Filename:  https://github.com/mat082005/staticData/blob/main/ArticlePatient.pdf  Tasks:  1. Read the article and reproduce the results presented in Table-4 using Python modules and packages . Write a report summarising the dataset, used ML methods, experiment protocol and results including variations, if any. During reproducing the results:  you should use the same set of features used by the authors.you should use the same classifier with exact parameter values.you should use the same training/test splitting approach as used by the authors.you should use the same pre/post processing, if any, used by the authors.you should report the same performance metrics as shown in Table-4.Screenshoot fetched from Table 4 in below article : https://github.com/mat082005/staticData/blob/main/ArticlePatient.pdf  2. Design and develop your own ML solution for this problem. The proposed solution should be different from all approaches mentioned in the provided article. This does not mean that you must have to choose a new ML algorithm. You can develop a novel solution by changing the feature selection approach or parameter optimisations process of used ML methods or using different ML methods or different combinations of them. This means, the proposed system should be substantially different from the methods presented in the article but not limited to only change of ML methods. Compare the result with reported methods in the article. Write a technical report summarising your solution design and outcomes. The report should include:   Motivation behind the proposed solution.How the proposed solution is different from existing ones.Present results using tables and graphs.Compare and discuss results with respect to existing literatures.   Computer Science Engineering & Technology Python Programming Science STATISTIC1

Don't use plagiarized sources. Get Your Custom Essay on
Python -notebook file with ‘.ipynb’ Background In this project you are given a dataset and an article that uses this dataset. The authors have…
Just from $13/Page
Order Essay
  

Leave a Reply

Your email address will not be published.

Related Post

Topic: Business Taxation (Philippines 2021) Show your solution. Davis Enterprises, a VAT taxpayer, sold the following to various clients in September…Topic: Business Taxation (Philippines 2021) Show your solution. Davis Enterprises, a VAT taxpayer, sold the following to various clients in September…

  Topic: Business Taxation (Philippines 2021) Show your solution. Davis Enterprises, a VAT taxpayer, sold the following to various clients in September 2021:Sales to BOI registered entity with domestic sales P 2,000,000Sales

READ MOREREAD MORE
Open chat
💬 Need help?
Hello 👋
Can we help you?