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. 2017 Nov 27;7:16437. doi: 10.1038/s41598-017-16748-w

Table 4.

Ten simulation datasets and their input features.

Dataset Function No converted input features Converted input features
1 Y = |X 1 − X 2| = Z 1 {X 1, X 2} {Z 1}
2 Y = |X 1 − X 2| + |X 3 − X 4| = Z 1 + Z 2 {X 1, X 2, X 3, X 4} {Z 1, Z 2}
10 Y = |X 1 − X 2| + |X 3 − X 4| + … + |X 19 − X 20| = Z 1 + Z 2 + … + Z 10 {X 1, X 2, X 3, X 4,…, X 19, X 20} {Z 1, Z 2,…, Z 10}

Here, X is assigned with random values between 0 and 1, and Y is binarized with the median. Sample size for each dataset is 200.