chiransh/Sentimental-Analysis

Sentimental-Analysis

Sentiment Analysis of reviews of dataset collected from imdb webpage.
Reviews of movie "Tiger Zinda Hai" are used.

Firstly Scaping is done using BeautifulSoup
Then using Nlp cleaning of reviews is done like removing stop words,tokenizing,vectorising,etc.

3 models are build

1)LSTM Model (Long Short Term Memory )

2)CNN+LSTM building -->

         a)Embading Layer
         b)Conv Layer
         c)Max Pooling Layer 
         d)LSTM Layer
         e)Dense Layer or FullyConnectedLayer

3)Random Forest Algorithm