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Table 4 Training and test accuracy for different parametrization of random forests model

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

Ω t

Ω d

Training accuracy (%)

Test accuracy (%)

5

3

89.7

90.5

10

3

89.75

90.25

10

5

94

92.75

10

10

99.5

93

50

5

94.75

92.75

50

10

99

93.5

100

5

94

92.75

100

10

99.5

93.25

200

10

99.5

93.25

300

10

99.5

93.25

  1. Ω t denotes the number of trees, and Ω d denotes the depth of trees