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Table 6 Example of feature vectors and target variables

From: Airline new customer tier level forecasting for real-time resource allocation of a miles program

Passenger Id

Feature vector

Target variable

1

(43, 13.54, …, 0, 0, 12, 0, …, 0, 1, 1, 0, 0, 0, …, 0, 0, 0)

0 (he did not achieve silver status during S period)

2

(26, 2.9, …, 0, 0, 12, 0, …, 0, 1, 1, 0, 0, 0, …, 0, 0, 0)

1 (yes he did)