Improve accuracy using nlp techniques

[Oohatunuguntla]

Prerequisites

• [X] I am an Open Source Contributor
• [X] I checked to make sure that this issue has not already been filed

Description

1.We can perform preprocessing for textual data like lower casing ,removing punctuations ,stemming ,lemmatization and perform EDA 2.Use NLP techniques like N-Grams and word cloud to get some idea about people's feedback. 3.Sentimental analysis for patient's feedback by using traditional machine learning algorithms like support vector machine, Logistic Regression in training phase and generate predictions for test data.

Screenshots

No response

Code of Conduct

• [X] I follow Contributing Guidelines of this project.

[sanikapatil06]

Can I work on this issue @Rakesh9100 ?

[Oohatunuguntla]

@sanikapatil06 I am a GSSOC'23 contributor and i created this issue so that the owner/maintainer of this repo @Rakesh9100 can assign me this issue

[sijalalyy]

I am GSSOC 23 contributor assign this to me i want to work on this

[Rakesh9100]

@Oohatunuguntla Assigning you, Start working

[Rakesh9100]

@Oohatunuguntla Provide the update of your work pls

[Oohatunuguntla]

Yes I am working on It.I am done with point 1.I am working on generating n grams and how to choose n from that.Please give me some more time till June 4

[Rakesh9100]

@Oohatunuguntla Status pls

[Oohatunuguntla]

Hi, requirements file is not updated to test my code end to end.I have raised issue #88 .Can you look into it and assign it to me .There is dependency here.Untill #88 is solved,I cant complete working on #6 issue.

[abhisheks008]

You can fix that requirements.txt file through this issue itself. No need to create a separate issue for that. After all you are enhancing the project.

@Rakesh9100 what do you think?

[Rakesh9100]

Yes ofc. Pls update your requirement libraries in this issue itself @Oohatunuguntla

[Rakesh9100]

Unassigning you as per your request.