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Organisations that trade with the EU - webinars calendar


Published 2 March 2021
1 April 2021
24 March 2021
19 March 2021
Updated as the following are no longer running: Importing Products of Animal Origin (POAO) from the European Union into Great Britain with a focus on Fish & Fish Products, 14:00-15:00 on 22 March 2021, and Importing Products of Animal Origin (POAO) from the European Union into Great Britain,14:00-15:00 on 29 March 2021.
2 March 2021 ....

United Kingdom , Northern Ireland , Great Britain , European Union , Animal Origin , Composite Products , ஒன்றுபட்டது கிஂக்டம் , வடக்கு ஐயர்ல்யாஂட் , நன்று பிரிட்டன் , ஐரோப்பிய தொழிற்சங்கம் , விலங்கு ஆரிஜிந் , கலப்பு ப்ராடக்ட்ஸ் ,

A hybrid model for credit risk assessment: empirical validation by real-world credit data


This study evaluates the efficiency of the hybrid classifier.
The study found that the clustering based LR + MLP hybrid classifier efficient across all of the criteria.
Among the other classifiers, MLP based hybrid classifiers also achieved superior performance.
Abstract
This paper examines which hybridization strategy is more suitable for credit risk assessment in the dynamic financial world. As such, we use extensive new data sets and develop different hybrid models by combining traditional statistical and modern artificial intelligence methods based on classification and clustering feature selection approaches. We find that a multilayer perceptron (MLP) combined with discriminant analysis or logistic regression (LR) can significantly improve classification accuracy compared with other single and hybrid classifiers. In particular, the findings of our empirical analysis, statistical significance test and expected cost of misclassification test confirm the superior ....

Statistical Analysis , Artificial Intelligence , Hybrid Products , Credit Risk , Risk Model Validation , Original Research , புள்ளிவிவர பகுப்பாய்வு , செயற்கை உளவுத்துறை , கலப்பு ப்ராடக்ட்ஸ் , கடன் ஆபத்து , ஆபத்து மாதிரி சரிபார்த்தல் , ஒரிஜிநல் ஆராய்ச்சி ,