Add GridSearchCV for identifying best model about ml-project-drug-review-dataset

[s0oraj]

Hi @NisargPipaliya .
I am an open source contributer at gssoc.

Would you like to assign this issue to me? My Resume: Resume.pdf

Here is my background in ML:

1. 6 months plus experience in working under college professors for research project on medical image classification.
   2)Got 228 global rank in Amazon ML Challenge 2023 out of 30000+ teams participating.
2. Experienced with trainig machine Learning Models. Including image preprocessing techniues such as histrogram equilization, augmentation, stationary wavelet transformation, image segmentation. Along with feature extraction from models like resnet50 inceptionv3 vgg16 etc

Looking forward to hear from you.

[ASHWIN492]

Hey @NisargPipaliya , I am a GSSOC contributor . I would like to work on this issue.

[NisargPipaliya]

@s0oraj @ArunMaramraj
@ASHWIN492 @VardaPanchal005
Guys, I am too a GSSOC'23 contributor and i created this issue so that the owner/maintainer of this repo can assign me this.

[VardaPanchal005]

@s0oraj @ArunMaramraj @ASHWIN492 @VardaPanchal005 Guys, I am too a GSSOC'23 contributor and i created this issue so that the owner/maintainer of this repo can assign me this.

My bad , I'm new to open source organization and I'm trying to understand the rules and regulations.

[ASHWIN492]

@s0oraj @ArunMaramraj @ASHWIN492 @VardaPanchal005 Guys, I am too a GSSOC'23 contributor and i created this issue so that the owner/maintainer of this repo can assign me this.

sorry i am new to this so don't know

[Vethan123]

hii there. I want to work on this issue . please assign it to me

[UditSharma9999]

I'm a contributor for GSSoC '23, I want to work on this issue. Please assign me.

[sadhana70]

I'm a contributor for GSSoC '23. Please, assign me an issue.

[NisargPipaliya]

@ASHWIN492
@VardaPanchal005
No problem guys.
you can connect with me @ LinkedIN

@UditSharma9999 @Vethan123
@sadhana70

Guys Read the previous message.

[NisargPipaliya]

@Rakesh9100
I am a GSSOC'23 contributor and created this issue,
Can you please assign me the Issue?

[Rakesh9100]

https://github.com/Rakesh9100/ML-Project-Drug-Review-Dataset/issues/19 @NisargPipaliya and every contributors

Hope you will understand.

[NisargPipaliya]

oK bro....

[Rakesh9100]

@NisargPipaliya Assigning you, Go ahead

[NisargPipaliya]

Yeah...Let's get started
The Code is too buggy

[Rakesh9100]

@NisargPipaliya Pls provide the status of your work

[NisargPipaliya]

@Rakesh9100
I am having some problems in running the code in my notebook.

it has many bugs, so working on it.

[Rakesh9100]

Pull the latest changes @NisargPipaliya You have time till 31st may EOD

[Rakesh9100]

@s0oraj Do you want to work?

[ayan-joshi]

Prerequisites
I am an Open Source Contributor
I checked to make sure that this issue has not already been filed
Description
As being a gssoc contributor, as explained in the issue I will add GridSearchCV to the code base that would help us to identify the best model among the available models

Screenshots
No response

Code of Conduct
I follow Contributing Guidelines of this project.

@Rakesh9100 please assign me this issue

[Rakesh9100]

@ayan-joshi Start working

[Rakesh9100]

@ayan-joshi Status of your PR

[ayan-joshi]

I am trying to add the gridsearch I have written code for it but when I am adding it in the file the code is collapsing or having some issue

[Rakesh9100]

Should I unassign @ayan-joshi

[ayan-joshi]

Give me one chance till tommorow

[Rakesh9100]

Okay

[Abhinavcode13]

Assign this to me @Rakesh9100

[Rakesh9100]

Assigned @Abhinavcode13

[karthikbhandary2]

Hey @Rakesh9100 I would like to work on this.

[Rakesh9100]

@karthikbhandary2 Do you want to be assigned?

[karthikbhandary2]

yes @Rakesh9100

[Rakesh9100]

Assigned @karthikbhandary2 proceed

[karthikbhandary2]

@Rakesh9100 for which model should I apply gridsearch?

[Rakesh9100]

Apply for as many implemented models you can to identify the best among them @karthikbhandary2

[karthikbhandary2]

ok @Rakesh9100

[Rakesh9100]

Update of your work pls @karthikbhandary2

[karthikbhandary2]

I need some time @Rakesh9100 . It is taking 6 to 8 hrs for a model to run on using grid search. I need some time.

[Rakesh9100]

Yes, I know it will definitely take time for running the model but I need an update time to time whether contributor is working or not @karthikbhandary2

[karthikbhandary2]

ok. So till now I ran linear regression with grid search and it gave the same results as the one without. Now I'm running it with randomforest.

[karthikbhandary2]

Hey @Rakesh9100 I have run the grid search on random forest. I would like to know whether to keep the code or remove it by taking a look at these results.

[Rakesh9100]

You can keep the codes of the one which comes best with GridSearchCV @karthikbhandary2

[karthikbhandary2]

ok @Rakesh9100

[github-actions]

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