Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Improve Model Performance #1

Open
manasd28 opened this issue Sep 29, 2020 · 4 comments
Open

Improve Model Performance #1

manasd28 opened this issue Sep 29, 2020 · 4 comments
Labels
enhancement New feature or request good first issue Good for newcomers hacktoberfest help wanted Extra attention is needed

Comments

@manasd28
Copy link
Member

As you can see the model performs very poorly, so you can do the following to improve accuracy :-

  • Write a new model from scratch ( XG Boost, Random Forest, Support Vector Regression etc.)
  • Tweak the parameter of the given model :-
    1. Use visualization to check co-relation between target and other features.
    2. Check for Null values.
    3. Try different values for parameters such change the Degree of Polynomial Function.
  • Use Advanced Deep Learning Models.

The optimal model accuracy should be greater than 95%.

@manasd28 manasd28 added enhancement New feature or request good first issue Good for newcomers help wanted Extra attention is needed labels Sep 29, 2020
@kxerxess
Copy link
Contributor

kxerxess commented Oct 3, 2020

Hey @knightxerons @abhinavsri360 can you add the hacktoberfest tag to the repo so that our PRs will be counted?

@kxerxess
Copy link
Contributor

kxerxess commented Oct 3, 2020

I have a deep learning model ready which i can push as soon as the tag is added.

@kxerxess
Copy link
Contributor

kxerxess commented Oct 3, 2020

Also can you assign the issue to me?

@Sahil-Gupta-ml
Copy link

I would like to work on this issue please assign me this issue .

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request good first issue Good for newcomers hacktoberfest help wanted Extra attention is needed
Projects
None yet
Development

No branches or pull requests

4 participants