Use case on the black_friday dataset

Dataset black_friday

Machine Learning Task: Regression

This is a Black Friday database. It contains customer purchases on Black Friday and information as age, gender, marital status of consumers.

Available at OpenML:

Category: Retail

# Rows: 166,821 # Columns: 9

Target: Purchase


Numeric: Occupation, Marital_Status, Product_Category_1, Product_Category_2, Product_Category_3

Nominal: Gender, Age, City_Category, Stay_In_Current_City_Years

Machine Learning Use Case Retail

Root Mean Square Error (RMSE)

Black_Friday Rmse

Mean Absolute Error (MAE)

Black_Friday Mae

Coefficient of Determination (R2)

Black_Friday R2

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