Browsing by Subject "Extreme gradient boosting"
Now showing items 1-3 of 3
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Building a credit scoring model to assign a reference score based on credit transaction and relevant profile data
(Brac University, 2019-09)A credit score is a numerical expression based on a level analysis of a person's credit files, to represent the creditworthiness of an individual. The credit score plays a major role in banks, financial institutions ... -
PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
(Brac University, 2023-01)As the world is moving more and more towards a digital era, a great majority of data is transferred through a famous format known as PDF. One of its biggest obstacles is still the age-old problem: malware. Even though ... -
Prediction of bipolar disorder from mental episodes using machine learning approach
(Brac University, 2022-06-05)A precious gift to mankind is the ability to express their emotions or feelings and also to realize. Sometimes, an omnipresent sustained feeling or emotion can dominate a person’s behavior and affect his perception which ...
