Table 1 Different slope stability analysis using ML approaches.

From: Advanced machine learning techniques for predicting dump slope stability in Indian opencast coal mines

Refs.

Field of application

Input parameters

Dataset

21

Natural slope

γ, c, ϕ, H’, β’, ϑ

327 slope cases

30

Dump slope

γ, c, ϕ, H’, β’, ϑ

100 slope cases

35

Natural slope

H’, β’, and BD, c, ϕ, and ϑ

102 slope cases

36

Dump slope

Crh, Sh, and Sa

216 dump slope cases

37

Dump slope

H’, β’, and RI

50 slope cases

38

Natural slope

γ, c, ϕ, H’, β’, ϑ

117 slope cases

39

Natural slope

c, ϕ, H’, β’

880 slope cases

17

Dump slope

Hs, Hcd, BW, A, B, Hcr, ϕ, and c

216 dump slope cases

40

Natural slope

γ, c, ϕ, H’, β’, ϑ

627 slope cases

41

Dump slope

γ, c, α, H’, β’

79 dump slope cases

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