Analysis of a Multichannel Learning Mechanism for Speech Detection in Social Networks
Badugu Samatha, Nagarjuna Karyemsetty, Doddi Suresh Kumar, Dr.K.V.Sambasiva Rao, Geetha Mani, Thalakola Syamsundararao · 2023
A useful approach, TF -IDF (Term Frequency - Inverse Text Frequency) looks at the frequency of terms to figure out how important they are in a particular document. It's an excellent starting point for many different projects since it's a straightforward method for assigning weights to words. Constructing search engines, summarising documents, and other related information retrieval and machine learning activities fall under this category.