The Impact of Pre-processing and Feature Selection on Text Classification

• Main Authors: Suryanti, Awang, Nur Syafiqah, Mohd Nafis
• Format: Conference or Workshop Item
• Language: English; English
• Published: Springer 2020
• Subjects: T Technology (General)
• Online Access: http://umpir.ump.edu.my/id/eprint/30799/2/17.1%20The%20impact%20of%20pre-processing%20and%20feature%20selection.pdf; http://umpir.ump.edu.my/id/eprint/30799/3/17.%20The%20impact%20of%20pre-processing%20and%20feature%20selection.pdf; http://umpir.ump.edu.my/id/eprint/30799/; https://doi.org/10.1007/978-981-15-1289-6_25
• Institution: Universiti Malaysia Pahang

Nowadays text classification is dealing with unstructured and high-dimensionality text document. These textual data can be easily retrieved from social media platforms. However, this textual data is hard to manage and process for classification purposes. Pre-processing activities and feature selecti...