Consumer-Sentiment-Analysis

o This Project aims to develop an GUI for analysing consumer sentiments using reviews and feedbacks.

o Utilized Models like Bernoulli Naive Bayes, Gaussian Naive Bayes, Multinomial Naive Bayes, SVM Random Forest Classifier to develop and the best trained model is utilized for the GUI.

Flowchart

Model Accuracy

1 BernoulliNB 90.84%

2. KNN 89.48%

3. Random Forest Classifier 80.16%

4. Bidirectional LSTM 80.16%