Predictive Analysis of Online Course Completion: Key Insights and Practical Implications

R Riska, RF Syam - Indonesian Journal of Data and Science, 2024 - jurnal.yoctobrain.org
The rapid expansion of online education has brought significant attention to understanding
factors that influence student engagement and course completion. This study aims to predict …

Predictive Modelling of Chronic Kidney Disease Using Gaussian Naive Bayes Algorithm

MF Azizah, AT Paramitha - International Journal of Artificial …, 2024 - jurnal.yoctobrain.org
Abstract Chronic Kidney Disease (CKD) is a critical global health issue, characterized by
significant morbidity and mortality. Early detection is vital for effective management and …

Classification of Pseudopapilledema and Papilledema Using Decision Tree and Hu Moments

H Oumarou - International Journal of Artificial Intelligence in …, 2024 - jurnal.yoctobrain.org
Pseudopapilledema, characterized by an anomalous elevation of the optic disc without
retinal nerve fiber layer edema, often mimics the presentation of true papilledema caused by …

Automated Classification of COVID-19 Chest X-ray Images Using Ensemble Machine Learning Methods

A Sinra, H Angriani - Indonesian Journal of Data and Science, 2024 - jurnal.yoctobrain.org
This study delves into the efficacy of ensemble machine learning techniques for classifying
chest X-ray images into three distinct categories: Normal, COVID-19, and Lung Opacity …

Assessing the Performance of Logistic Regression in Heart Disease Detection through 5-Fold Cross-Validation

H Azis - International Journal of Artificial Intelligence in …, 2024 - jurnal.yoctobrain.org
This study explores the effectiveness of Logistic Regression in predicting heart disease
using a dataset derived from multiple international databases. Employing a 5-fold cross …