Implement deep learning algorithm to improve accuracy about ml-project-drug-review-dataset

[Rakesh9100]

Assigning, proceed @SanjanaMahesh3

[Rakesh9100]

@SanjanaMahesh3 Update of your work

[Tisha6661]

Please assign me this task @Rakesh9100 under gssoc 23.

[SanjanaMahesh3]

@Rakesh9100 I have tried CNN and ANN it's accuracy currently is around 30%. I am trying better feature extractors to improve accuracy

[SanjanaMahesh3]

If it is not better I can implement RCNN or Graph based networks too

[Rakesh9100]

Okay proceed and give a try @SanjanaMahesh3

[SRINIVAS-2003]

Please assign me this task, I would implement deep learning algorithms to improve the accuracy

[Rakesh9100]

Update pls @SanjanaMahesh3

Pls specify the names of the algorithms you will implement @SRINIVAS-2003

[SRINIVAS-2003]

I want to implement ANN, AdaBoost algorithms. Some of the major algorithms were already implemented,
so I want to give a try to implement the above deep-learning algorithms.

[Rakesh9100]

Proceed @SRINIVAS-2003

[Rakesh9100]

Update of your work @SRINIVAS-2003

[SRINIVAS-2003]

Yeah sure @Rakesh9100 .
I have implemented Ann and Adaboost algorithms and obtained some of the performance metrics like accuracy, R2 score , mean square error.
Accuracy obtained is 13% near or less for both the algorithms.

Now I'm trying to plot the graphs of predictes Vs testing and training data values for the above two algorithms.

[Rakesh9100]

Okay @SRINIVAS-2003

[SRINIVAS-2003]

@Rakesh9100
Can I update the code for the above algorithms I implemented in the main.py file
Accuracies for ANN is 31% and AdaBoost id 13% , yesterday I confused as both are same digits( 31 and 13 not seen properly) so I said 13% for both the algorithms.
Sorry for the inconvenience @Rakesh9100 .

[Rakesh9100]

Yes, you can update your code by raising a PR and can also plot the graphs of the accuracy predictions of the models.
Make sure to pull the latest code changes to avoid merge conflicts @SRINIVAS-2003

[SRINIVAS-2003]

Yeah sure @Rakesh9100, I will implement accuracy plot also.

[SRINIVAS-2003]

@Rakesh9100 I have committed some changes in the main file. After clicking on commit changes it asked to create pull request,I have created a pull request for updation for main.py file.
Am I proceeding in right process?
I don't have that much touch with the GitHub , so I'm having doubt.
Please kindly help me so that I'll able to handle it.

[Rakesh9100]

I am here to help you out, don't worry.
You are proceeding in a ryt way, pls check the comment on your PR @SRINIVAS-2003

[SRINIVAS-2003]

Thank you very much for helping me @Rakesh9100 .
I have raised PR using the template which u have provided.

[SRINIVAS-2003]

@Rakesh9100 is the previous commit accepted without any problem?
I have done linting also successfully.

[github-actions]

👋 @SanjanaMahesh3 This issue is closed. Thank You!!