Comparative Analysis of Machine Learning and Deep Learning Techniques in Text Based Emotion Detection
Kajal Rai, Pawan Kumar · 2023
Due to social media platforms there are lots of comments every day. Generally the comments are friendly and have good intentions. But sometimes comments convey the feelings of anger, sadness, fear, etc. Negative comments provide evidence that you cannot succeed at your goals, which can also be demotivating. So our task is to predict the various emotions of the comments. For this work, machine learning like Decision Tree, Random Forest, SVM, Logistic Regression using tf-idf and count vectors based model and deep learning model have been used. Among all deep leaning model have performed better than any other machine learning models with an accuracy of 92%.