The accuracy of my model is stuck at 50%. It is not increasing. If you can please take a look at my code and tell me where I’m going wrong.
https://drive.google.com/open?id=1Jsk8RcwCJiouYQZs6KdzpPNasor9Re01
Accuracy on the model is stuck at 50%
Hey @raunaqsingh10, i plotted the length of reviews, and number of strings having that length,
So keeping maximum lenght = 1000 seems of no interest, 500 will solve the purpose, Also i didn’t see any lemmatization/ stemming, stopwords removal etc, First of all do all this stuff. And than feed it to deep learning model. Also since the dataset is of very large size you need to wait and give model some time to learn. This means train you model for at least 10 epochs and than check the results.
HOpe this resolved your doubt.
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