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A dataset with 1500 bills measurement to try to predict fake bills

The dataset includes 1500 rows and 7 columns:

  • is_genuine: boolean
  • diagonal: float
  • height_left: float
  • height_right: float
  • margin_low: float
  • margin_upper: float
  • length: float

Idea of projects with this dataset:

  • Predicting the missing values with a linear regression or a KNN imputer
  • Comparing classification such as logistic regression or KNN with an unsupervised model such as K-Means to predict the authenticity of the bills
  • Trying to do a PCA or a Kernel Transform to create a clearer separation between the Genuine and Fake Bills

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