Scientific Research Publishing

A Hybrid Machine Learning Framework for Early Diabetes Prediction in Sierra Leone Using Feature Selection and Soft-Voting Ensemble ()

A Hybrid Machine Learning Framework for Early Diabetes Prediction in Sierra Leone Using Feature Selection and Soft-Voting Ensemble ...
GitHub

Hand-Drawn Shape Classifier

About Interactive hand-drawn shape classifier built from scratch using Python and NumPy. Implements Linear Perceptron and Logistic Regression algorithms with a real-time Gradio web interface.
IEEE

Shape Penalized Decision Forests for Imbalanced Data Classification

Abstract: Class imbalance poses a critical challenge in binary classification problems, particularly when rare but significant events are underrepresented in the training set. While traditional ...
IEEE

A Random Forest Classifier for Prokaryotes Gene Prediction

Abstract: Metagenomics is related to the study of microbial genomes, known as metagenomes, describing them through their microorganisms compositions, relationships and activities, thus allowing a ...