Abstract: Spelling error are a major problem in Natural Language Processing (NLP), particularly when it comes to Indonesian text, since they might reduce the ...

Rapid urbanization and population growth have created significant challenges in urban mobility management, such as traffic congestion, inefficient public transportation, and environmental pollution.

The project explores multiple machine learning approaches including traditional ML models (Logistic Regression, SVM, Naive Bayes) and ensemble methods (Random Forest, XGBoost, Voting Classifier).