Diabetes Classification | Feature Importance - Githubissues

SrijanShovit / HealthLearning

A repo comprising of various Machine Learning and Deep Learning projects in healthcare domain.

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Diabetes Classification | Feature Importance #123

Closed Anuragsarkar12 closed 1 month ago

Anuragsarkar12 commented 1 month ago

Description Performed Feature Selection in diabetesclassification.ipynb

This PR does the following:
compared the chi-squared and f-statistic values for all the features in the dataset
used filter and wrapper methods for feature selection and generated two datasets
applied random forest classifier on both the datasets to compare model accuracy and confusion matrix

Checklist Make sure to check off all the items before submitting. Mark with [x] if done.

[x] I have performed a self-review of my code
[x] I have commented my code, particularly in hard-to-understand areas
[x] My changes generate no new warnings
[x] I am working on this issue under GSSOC