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gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects
MIT License
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[EXE] Handling imbalanced datasets #157

Open pritishaw1 opened 3 years ago

pritishaw1 commented 3 years ago

Learning Goals

  1. Learning different techniques that one needs to adapt if there is an imbalance in the dataset.

Exercise Statement

  1. Different Resampling techniques to handle the dataset imbalance.

Prerequisites

[Prerequisites, in terms of concepts or other exercises in this repo] Python, Jupyter notebook, Basics of ML

Data source/summary:

Dataset: I will be using an imbalanced dataset.

(Optional) Suggest/Propose Solutions

I will be discussing two main ways, without resampling and with resampling the dataset, to deal with the imbalance and will be happy to create a pull request to include the exercise statement/solution.

sriram-1 commented 2 years ago

Priti, I would like to work on this. Please assign it to me.