Comparison of The Accuracy of K-Nearest Neighbor and Roberta Algorithm in Analysis of Sentiment on Miawaug Youtube Channel Comments

Comparison of The Accuracy of K-Nearest Neighbor and Roberta Algorithm in Analysis of Sentiment on Miawaug Youtube Channel Comments

This study aims to evaluate the accuracy of two algorithms, K-Nearest Neighbor (KNN) and Robustly Optimized BERT Approach (RoBERTa), in analyzing sentiment within comments on MiawAug’s YouTube channel. Sentiment analysis was conducted on two sentiment categories: binary classification (positive and...

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Bibliographic Details
Main Authors: Fachrudin Okta Rahmawan, Hanafi, Windha Mega Pradnya Dhuita
Format: Article
Language:English
Published: Center for Research and Community Service, Institut Informatika Indonesia Surabaya 2025-03-01
Series:Teknika
Subjects:
Sentiment Analysis
K-Nearest Neighbor (KNN)
RoBERTa
YouTube Comments
Online Access:https://ejournal.ikado.ac.id/index.php/teknika/article/view/1117
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