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This severe class imbalance with so. First-Class Mail letters that have one or more nonmachinable characteristics will pay a nonmachinable surcharge.


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Running the example first summarizes the class distribution confirming the imbalance was created as expected.

. The Postal Service charges extra postage because mailpieces that are rigid square or unusually shaped often jam postal. Customers can be unpleasantly surprised that they must pay extra postage when for example they mail a square greeting card. 10 Next a scatter plot is created and examples are plotted as points colored by their class label showing a large mass for the majority class blue and a few dots for the minority class orange.


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