Accurately Classifying Credit Scoring using Ensemble GradientBoost

Name: Accurately Classifying Credit Scoring using Ensemble GradientBoost
Brand: LAP Lambert Academic Publishing
SKU: 9786139893331
Price: 34.69 EUR
Availability: InStock

Autor: Armin Lawi, Firman Aziz

Jazyk:

Väzba: Brožovaná

Vydavateľ: LAP Lambert Academic Publishing

Dostupnosť: Skladom u dodávateľa

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34.69 €

The credit industry has grown very rapidly almost all over the world. Giving credit is regarded as a...

Informácie o knihe

Autor

Armin Lawi, Firman Aziz

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2018

Stránok

EAN

9786139893331

Enbook ID

20207840

Vydavateľ

LAP Lambert Academic Publishing

Hmotnosť

102

Rozmery

150 x 220 x 3

Kompletný popis

The credit industry has grown very rapidly almost all over the world. Giving credit is regarded as a business activity which generates profits for banks and other financial institutions. However, loans can also be a source of risk of loss. The recent financial crisis has raised the attention of banks and other financial institutions about credit risk. Therefore, the Basel Committee asked all banks and financial institutions to implement a credit scoring system to assist in estimating the level of credit risk. The method for Credit Scoring has been developed to select a better model in predicting credit risk. Data mining methods are superior to the statistical methods of dealing with Credit Scoring issues, especially for nonlinear relationships between variables. By flashing the ensemble method with statistical methods, proven to achieve a higher level of accuracy than the method of data mining. the classification process will be carried out to classify prospective borrowers into two classes: good prospective borrowers and bad prospective borrowers based on the characteristics of prospective borrowers using the GradientBoost ensemble method.

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Accurately Classifying Credit Scoring using Ensemble GradientBoost

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