Chapter VI
Machine Learning
80
After performing the equations (Equation VI-1, Equation VI-2, Equation VI-3 and Equation
VI-4) on the database, the statistical outcomes were consolidated in Table VI-6. It can be
observed that the obtained results are almost identical to those published Table VI-7 by (Gosse,
J. S., Jentsje Wouter, v. d., et al. (2004).
Table VI-6 Summary of statistics obtained after applying the Froude scale.
Mean
Standard
Deviation
Maximum
Minimum
𝑯 𝒎𝒐 ′
1.00
1.00
1.00
1.00
𝑻 𝒎−𝟏,𝟎 ′
5.04
2.79
69.46
2.72
β ’
3.3
11.4
79.00
0.0
h’
3.72
2.75
32.22
0.90
𝒉 𝒕 ′
3.28
2.58
25.93
0.49
𝑩 𝒕 ′
0.78
1.55
19.05
0.00
𝜸 𝒇 ′
0.70
0.28
1.00
0.33
𝒄𝒐𝒕 𝜶𝒅 ′
2.00
1.43
7.00
0.00
𝒄𝒐𝒕 𝜶𝒖 ′
1.90
1.70
9.71
-5.00
Rc’
1.42
0.64
6.42
0.00
B’
0.70
2.13
38.46
0.00
𝒉 𝒃 ’
0.05
0.41
7.89
-1.21
𝒕𝒂𝒏 𝜶𝑩 ’
0.00
0.01
0.10
0.00
Ac’
1.32
0.65
6.24
0.00
Gc’
0.95
1.32
13.24
0.00
q’
8.03. 10
−3
2.03. 10
−2
4.22. 10
−1
1.25. 10
−7
Table VI-7 Summary of statistics obtained by the article after applying the Froude scale.