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Yearly amount spent prediction based on e-commerce behavior metrics. Linear Regression Project.

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Yearly Amount Spent Prediction by Linear Regression

Predict Yearly Amount Spent from E-commerce website metrics:

  • Average Session Length
  • Time on Application
  • Length of Membership

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Hand-built model vs. scikit-learn lm model:

Predictions:

Hand-built (scaled)

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sklearn.lm

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Residuals

Hand-built

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sklearn.lm

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Normality check

Hand-built

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sklearn.lm

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Yearly amount spent prediction based on e-commerce behavior metrics. Linear Regression Project.

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