Avdhesh-Varshney commented 5 months ago

Pull Request for ML-Crate 💡

Issue Title: Critically Ill Patients Analysis and Prediction

Info about the related issue (Aim of the project) : Create a bunch of ML models to analyze the critically ill patients and predict their future.
Name: Avdhesh Varshney
GitHub ID: Avdhesh-Varshney
Idenitfy yourself: IWOC'24 Contributor

Closes: #466

Load the dataset which contains 9105 entries in it and having 47 columns in it.
Checked for missing values and cleaned the data accordingly.
Analyzed the data, found insights and visualized them accordingly.
Plotting heatmap using correlation and checking the relation between different features.
Found detailed insights of different columns with target variable using plotting libraries.
Train the datasets by different models and saves their accuracies into a dataframe.

What sort of change have you made:

[x] My code follows the guidelines of this project.
[x] I have performed a self-review of my own code.
[x] I have commented my code, particularly wherever it was hard to understand.
[x] I have made corresponding changes to the documentation.
[x] My changes generate no new warnings.
[x] I have added things that prove my fix is effective or that my feature works.
[x] Any dependent changes have been merged and published in downstream modules.

github-actions[bot] commented 5 months ago

Our team will soon review your PR. Thanks @Avdhesh-Varshney :)

Avdhesh-Varshney commented 5 months ago

@abhisheks008 please review this pr and requested to merge this pr under IWOC'24

abhisheks008 commented 5 months ago

@abhisheks008 please review this pr and requested to merge this pr under IWOC'24

You can put this in the PR template, where it asked you to identify yourself.

Avdhesh-Varshney commented 5 months ago

Really appreciated. Approved. Share your email ID for further communication in Discord. @Avdhesh-Varshney

@abhisheks008 thanks for approving this pr and i have updated the pr template. Email ID - avdheshvarshney786@gmail.com