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EDA and random forest regressor that predicts the attrition rate for a dataset of an organisation

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Employee Attrition

Teammates:

Attrition : The rate at which employees leave an organization over a particular period of time, when the company does not seek to fill the position.

Aim of project:

To help a company understand the attrition in their organization to minimize the attrition rate, so that turnover costs are reduced and employees can be retained for a longer period.

Overview of project:

  • Exploratory data analysis of an attrition survey conducted. (View)
  • Built a model to calculate the attrition rate in an organisation

A random forest regressor, RMSE ~ 0.86. (View)

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EDA and random forest regressor that predicts the attrition rate for a dataset of an organisation

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