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Infant Health | EDA #76

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Vedantkoppal opened this issue May 14, 2024 · 4 comments
Closed

Infant Health | EDA #76

Vedantkoppal opened this issue May 14, 2024 · 4 comments

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@Vedantkoppal
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Vedantkoppal commented May 14, 2024

Is your feature request related to a problem? Please describe.
A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]

Perform EDA on the Infant Health Dataset
The data of infant health is ready and i would like to perform EDA on it.

Details
Perform univariate and multivariate analysis, outlier detection and possibly removal if you allow and other all standard EDA processes.
Feature selection.
Feature extraction - Will try to create new features for best accuracy

I also want to train a ML and DL algo using Linear Regression, Decision Tree, XG Boost, and neural network.

Compare all the models and determine which model will perform best with particular data

I am GSSOC contributor.

@Vedantkoppal Vedantkoppal changed the title Infant Health Prediction Infant Health | EDA May 14, 2024
@SrijanShovit
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Already worked upon. Please check or ask me before opening an issue.

@Vedantkoppal
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Vedantkoppal commented May 14, 2024

Okay
What about Hepatitis C ?!
Its not showing any data in its folder.
I have found a similar dataset on kaggle here:

https://www.kaggle.com/datasets/fedesoriano/hepatitis-c-dataset

I can perform all techniques that mentioned above on this dataset.

Can i work on that then?

@Vedantkoppal
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@SrijanShovit

@SrijanShovit
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Check if it is same or diff dataset as per this repo?

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