Alternative Text Pre-Processing using Chat GPT Open AI

Text Pre-Processing is the first step in Sentiment Analysis. Categorizing a sentiment dataset part of Text-Preprocessing stage to get optimal model accuracy value. Generative Pretrained Transformer, often known as Chat GPT, Machine Learning that can automatically generate realistic and meaningful text. This study aims examine capability GPT an alternative Text-Pre-Processing by utilizing 3 from openai.com website collected tweet data. The data used this research result crawling Twitter inserting keyword "Chat GPT”. method was carried out measuring performance using K-Nearest Neighbor Naïve Bayes Algorithms find best value compare it with generated Rapidminer. It shown produced Algorithm 73.57% Linear Sampling method. comparison Rapidminer indeed shows better 75.33%, which means has narrow difference 1.76% However, both are still same category, Fair Classification. results show be datasets for analysis.