Thus, this study aims to investigate the factors and explore on different methods that will affect the process of building a Tagalog document classifier.
this study intends to: • Collect Tagalog news articles and label them according to their category • Represent and extract features from documents using NLP techniques • Build an SVM Classifier • Evaluate classification performance and present results Different researchers have already explored on automatic document categorization to help manage documents efficiently.