The Feasibility of Predicting Financial Crises Using Machine Learning is popular PDF and ePub book, written by Julia Markhovski in 2024-03-04, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, The Feasibility of Predicting Financial Crises Using Machine Learning can be Read Online from any device for your convenience.
The Feasibility of Predicting Financial Crises Using Machine Learning Book PDF Summary
Bachelor Thesis from the year 2024 in the subject Computer Science - Commercial Information Technology, grade: 1.0, Frankfurt School of Finance & Management, language: English, abstract: In a world characterized by increasingly complex financial markets, the prediction of financial crises is a constant challenge. This bachelor thesis investigates the use of machine learning, in particular regression algorithms, to analyze and predict financial crises based on macroeconomic data. By building six different regression models and optimizing them using cross-validation and GridSearch, the feasibility of using these technologies for accurate predictions is discussed. Although traditional models show limited effectiveness, the integration of machine learning, especially kNN algorithms, reveals significant potential for improving prediction accuracy. The paper highlights the importance of classification algorithms and provides crucial insights for application in real-world scenarios to provide valuable tools for policy and business decision makers.
Detail Book of The Feasibility of Predicting Financial Crises Using Machine Learning PDF
- Author : Julia Markhovski
- Release : 04 March 2024
- Publisher : GRIN Verlag
- ISBN : 3389003657
- Genre : Computers
- Total Page : 0 pages
- Language : English
- PDF File Size : 10,9 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book The Feasibility of Predicting Financial Crises Using Machine Learning by Julia Markhovski, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.