[Code Addition Request]: 💡 Adding Diabetes detection model using 3 ensemble models in Machine_learning directory

[LitZeus]

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They both are left to review and merge

#331

#318

Project Description

Diabetes detection model using 3 ensemble models involves building a machine learning system to detect diabetes using the Pima Indians Diabetes dataset from Kaggle. The system incorporates three ensemble models:

• Stacking model: Combines multiple classifiers and uses another model to aggregate the predictions.
• Soft voting model: Takes the weighted average of predicted probabilities from different models.
• Hard-soft voting model: Incorporates both hard voting (majority class prediction) and soft voting (probability-based averaging) strategies.

Full Name

Tejas Athalye

Participant Role

GSSoc-extd | Contributor , Hacktoberfest

[github-actions]

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[UTSAVS26]

@LitZeus I am assigning this issue but please wait before raising any new issue until your PR is merged.

[LitZeus]

@UTSAVS26 okay, sure

[github-actions]

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