Enhancing loan approval decision-making: an interpretable machine learning approach using LightGBM for digital economy development
This study aims to enhance loan approval decision-making in the digital economy using an
interpretable machine learning approach. The primary research question investigates how …
interpretable machine learning approach. The primary research question investigates how …
[PDF][PDF] Classifying Beta-Secretase 1 Inhibitor Activity for Alzheimer's Drug Discovery with LightGBM
This study explores the utilization of LightGBM, a gradient-boosting framework, to classify
the inhibitory activity of beta-secretase 1 inhibitors, addressing the challenges of Alzheimer's …
the inhibitory activity of beta-secretase 1 inhibitors, addressing the challenges of Alzheimer's …
Machine Learning for Early Detection of Dropout Risks and Academic Excellence: A Stacked Classifier Approach
Education is important for societal advancement and individual empowerment, providing
opportunities, developing essential skills, and breaking cycles of poverty. Nonetheless, the …
opportunities, developing essential skills, and breaking cycles of poverty. Nonetheless, the …
Enhancing Water Quality Assessment in Indonesia Through Digital Image Processing and Machine Learning
A Iffaty, A Salsabila, AA Rafiqhi… - Grimsa Journal of …, 2023 - journals.grimsa.org
Indonesia's diverse climate types, influenced by its unique geographical features, pose
significant environmental challenges, including water quality issues related to turbidity and …
significant environmental challenges, including water quality issues related to turbidity and …
Evaluation of atopic dermatitis severity using artificial intelligence
Atopic dermatitis is a prevalent and persistent chronic inflammatory skin disorder that poses
significant challenges when it comes to accurately assessing its severity. The aim of this …
significant challenges when it comes to accurately assessing its severity. The aim of this …
Urban Air Quality Classification Using Machine Learning Approach to Enhance Environmental Monitoring
Urban areas worldwide grapple with environmental challenges, notably air pollution. DKI
Jakarta, Indonesia's capital city, is emblematic of this struggle, where rapid urbanization …
Jakarta, Indonesia's capital city, is emblematic of this struggle, where rapid urbanization …
Maternal Health Risk Detection Using Light Gradient Boosting Machine Approach
TR Noviandy, SI Nainggolan, R Raihan… - Infolitika Journal of …, 2023 - heca-analitika.com
Maternal health risk detection is crucial for reducing morbidity and mortality among pregnant
women. In this study, we employed the Light Gradient Boosting Machine (LightGBM) model …
women. In this study, we employed the Light Gradient Boosting Machine (LightGBM) model …