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Table 1 Properties of the input variables

From: Random forests for resource allocation in 5G cloud radio access networks based on position information

Variable name

Data type

Range

Variable importance (%)

MS_ID

Integer

1 – 4

8.1

Position_x

Float

273.5 – 281.5m

10.1

Position_y

Float

67 – 203m

15.7

Tx_beam

Integer

1 – 28

14.3

Rx_filter

Integer

1 – 7

17.4

Tx_IF1

Integer

1 – 28

11.5

Tx_IF2

Integer

1 – 28

9.8

Tx_IF3

Integer

1 – 28

13.1