LSTM with Ensemble ML Algorithms for Sentimental Analysis
R Sasirekha, Prabu R, Saraswathi T, K Triveni · 2024
Sentimental analysis can give the prediction about the emotion of the user by considering the text conversation. But still, its struck with the lower accuracy. Hence, the study proposed a novel approach to improve the prediction accuracy. In this research study, Machine learning algorithms are studied carefully with the sample experiments. The proposed approach combines the LSTM with ensemble ML algorithms to do sentimental analysis in the product review. Ensemble ML algorithms includes SVM, KNN, Random Forest. Then LSTM is implemented with the ensemble ML algorithms to improve the accuracy.