A comparative study of forecasting Corporate Credit Ratings using Neural Networks, Support Vector Machines, and Decision Trees

no code implementations • 13 Jul 2020 • Parisa Golbayani, Ionuţ Florescu, Rupak Chatterjee

First, we provide a survey and a comparative analysis of results from literature applying machine learning techniques to predict credit rating.

BIG-bench Machine Learning

Application of Deep Neural Networks to assess corporate Credit Rating

no code implementations • 4 Mar 2020 • Parisa Golbayani, Dan Wang, Ionut Florescu

The goal of the analysis is to improve application of machine learning algorithms to credit assessment.

BIG-bench Machine Learning Holdout Set