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SrijanShovit / HealthLearning

A repo comprising of various Machine Learning and Deep Learning projects in healthcare domain.
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Infant Health | EDA #76

Closed Vedantkoppal closed 6 months ago

Vedantkoppal commented 6 months ago

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.

SrijanShovit commented 6 months ago

Already worked upon. Please check or ask me before opening an issue.

Vedantkoppal commented 6 months ago

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 commented 6 months ago

@SrijanShovit

SrijanShovit commented 6 months ago

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