Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022
➤ Gửi thông báo lỗi ⚠️ Báo cáo tài liệu vi phạmNội dung chi tiết: Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022
Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022
MINISTRY OF EDUCATION & TRAININGSTATE BANK OF VIET NAMHO CHI MINH CITY UNIVERSITY OF BANKINGNGUYEN THI NGOC ANHAPPLICATION OF MACHINE LEARNING FORPRED Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022 DICTING PROBABILITY OF DEFAl LT OFSMALL AND MEDIUM ENTERPRISESGRADUATION THESIS MAJOR: FINANCE - BANKINGCODE: 7340201HO CHI MINH CITY, 2022MINISTRY OF EDUCATION & TRAININGSTATE BANK OF VIET NAMHO CHI MINH CITY UNIVERSITY OF BANKINGNGUYEN THI NGOC ANHAPPLICATION OF MAC HINE LEARNING FOR PREDICTING PR Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022 OBABILITY OF DEFAULT OF SMALL AND MEDIUM ENTERPRISESGRADUATION THESIS MAJOR: FINANCE - BANKING CODE: 7340201SUPERVISOR Ph D. NGUYEN MINH NHATHO CHI MIApplication of machine learning for predicting probabilyty of default of small and medium enterprises 2022
NH CITY, 2022ÌÌ=*iABSTRACTCorporate default predictions play an essential role in each sector of the economy, as highlighted by the Covid - 19 pandemiMINISTRY OF EDUCATION & TRAININGSTATE BANK OF VIET NAMHO CHI MINH CITY UNIVERSITY OF BANKINGNGUYEN THI NGOC ANHAPPLICATION OF MACHINE LEARNING FORPRED Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022 d on the importance and necessity, this study aims to investigate what appropriate models for predicting the probability of default of SMEs in the Vietnamese Commercial Banks System by Machine Learning approaches: how to choose an appropriate model for predicting the probability of default of SMEs i Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022 n the Vietnamese Commercial Banks System by Machine Learning approaches; and how to choose an appropriate model for predicting the probability of defaApplication of machine learning for predicting probabilyty of default of small and medium enterprises 2022
ult of SMEs in the Vietnamese Commercial Banks System by Machine Learning approaches using a unique database of 400 Vietnamese SMEs over the 2019 - 20MINISTRY OF EDUCATION & TRAININGSTATE BANK OF VIET NAMHO CHI MINH CITY UNIVERSITY OF BANKINGNGUYEN THI NGOC ANHAPPLICATION OF MACHINE LEARNING FORPRED Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022 oaches in the use of financial indicators to anticipate the default likelihood of SMEs, as a result, leading to improved efficiencyoutcomes in commercial banks' credit risk control in Vietnam in the future. This research analyzes the performance of a set of Machine Learning (ML) models in predicting Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022 default risk, using a standard statistical model, in particular, the Logistic Regression Model. When just a restricted amount of information is proviApplication of machine learning for predicting probabilyty of default of small and medium enterprises 2022
ded, such as in the case of financial indicators. ML models (Decision Tree and Random Forest) outperform statistical models was found in terms of discMINISTRY OF EDUCATION & TRAININGSTATE BANK OF VIET NAMHO CHI MINH CITY UNIVERSITY OF BANKINGNGUYEN THI NGOC ANHAPPLICATION OF MACHINE LEARNING FORPRED Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022 efault of SMEs.iiDECLARATIONI declare that this thesis has been composed solely by myself and that it has not been submitted, in whole or in part, in any previous application for a degree. Except where states otherwise by reference or acknowledgment, the work presented is entirely my own.The authorN Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022 GVYEN THI NGOC ANHiiiACKNOWLEDGEMENTSThroughout the writing of this thesis, I have received a great deal of support and assistance.First and foremost,Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022
I would like to express my heartfelt gratitude and profound gratitude to the professors of the Ho Chi Minh City University of Banking for their passiMINISTRY OF EDUCATION & TRAININGSTATE BANK OF VIET NAMHO CHI MINH CITY UNIVERSITY OF BANKINGNGUYEN THI NGOC ANHAPPLICATION OF MACHINE LEARNING FORPRED Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022 to acknowledge and give my warmest thanks to my supervisor, Ph.D. Nguyen Minh Nhat for providing me with thorough instruction and unwavering support in finishing my graduation thesis. It would be tough for me to accomplish my thesis without his careful assistance.Because of my limited practical exp Application of machine learning for predicting probabilyty of default of small and medium enterprises 2022 erience, the topic of my graduation thesis cannot avoid some faults; nonetheless. I am looking forward to obtaining more advice from lecturers to gainApplication of machine learning for predicting probabilyty of default of small and medium enterprises 2022
new experiences. These experiences. I feel, will be highly beneficial to my future development.I sincerely thank you!Nguyen Thi Ngoc AnilMINISTRY OF EDUCATION & TRAININGSTATE BANK OF VIET NAMHO CHI MINH CITY UNIVERSITY OF BANKINGNGUYEN THI NGOC ANHAPPLICATION OF MACHINE LEARNING FORPREDMINISTRY OF EDUCATION & TRAININGSTATE BANK OF VIET NAMHO CHI MINH CITY UNIVERSITY OF BANKINGNGUYEN THI NGOC ANHAPPLICATION OF MACHINE LEARNING FORPREDGọi ngay
Chat zalo
Facebook