Conducting sentiment analysis on custom dataset more than 90000 statements mapped to 11 different emotions. Comparing the accuracy between LinearSVC, RandomForestClassifier and LSTM based models. Implementing the results in a chatbot powered by Gemini API.
sentiment-analysis data-visualization lstm-neural-networks random-forest-classifier linearsvc-model comparing-models
-
Updated
Dec 14, 2024 - Jupyter Notebook