Table 4 Comparison of the proposed IFSM with existing ones for Example 3.
IFSMs | Ref | \(S(M_1,N)\) | \(S(M_2,N)\) | \(S(M_3,N)\) | Selection | DOC | Comment |
|---|---|---|---|---|---|---|---|
\(S_H\) | Hong and Kim27 | 0.970 | 0.970 | 0.970 | - | NA | Failed to classify |
\(S_D\) | Dengfeng and Chuntian29 | 0.970 | 0.968 | 0.970 | - | NA | Failed to classify |
\(S_M\) | Mitchell30 | 0.827 | 0.827 | 0.833 | \(M_3\) | NA | Irrational |
\(S_{WX}\) | Wang and Xin32 | 0.968 | 0.970 | 0.963 | \(M_2\) | 0.010 | Correctly classified |
\(S_{VS}\) | Vlachos and Sergiadis37 | 0.997 | 0.997 | 0.996 | - | NA | Failed to classify |
\(S_{HY}^{1}\) | Hung and Yang35 | 0.916 | 0.916 | 0.913 | - | NA | Failed to classify |
\(S_{HY}^{2}\) | Hung and Yang35 | 0.970 | 0.970 | 0.970 | - | NA | Failed to classify |
\(S_{HY}^{3}\) | Hung and Yang35 | 0.458 | 0.457 | 0.457 | \(M_1\) | NA | Irrational |
\(S_{HY}^{4}\) | Hung and Yang35 | 0.956 | 0.956 | 0.955 | - | NA | Failed to classify |
\(S_{YC}\) | Yang and Chiclana38 | 0.974 | 0.976 | 0.965 | \(M_2\) | 0.014 | Correctly classified |
\(S_{Y}\) | Ye39 | 0.996 | 0.996 | 0.996 | - | NA | Failed to classify |
\(S_{BA}\) | Boran and Akay40 | 0.900 | 0.900 | 0.900 | NA | Failed to classify | |
\(S_{Y1}\) | Ye41 | 0.999 | 0.999 | 0.997 | - | NA | Failed to classify |
\(S_{Y2}\) | Ye41 | 0.999 | 0.999 | 0.997 | - | NA | Failed to classify |
\(S_{X}\) | Xiao42 | 0.971 | 0.973 | 0.959 | \(M_2\) | 0.015 | Correctly classified |
\(S_{MP}\) | Mahanta and Panda43 | 0.956 | 0.956 | 0.955 | - | NA | Failed to classify |
\(S_{P}^{1}\) | Patel et al.44 | 0.999 | 0.999 | 0.998 | - | NA | Failed to classify |
\(S_{G}\) | Gohain et al.57 | 0.969 | 0.969 | 0.969 | NA | Failed to classify | |
\(S_{Z}\) | Zeng et al.46 | 0.987 | 0.988 | 0.987 | \(M_2\) | 0.001 | Correctly classified |
\(S_{P}^2\) | Patel et al.6 | 1.000 | 1.000 | 1.000 | - | NA | Failed to classify |
\(S_{J}\) | Jiang et al.3 | 0.979 | 0.979 | 0.979 | NA | Failed to classify | |
\(S_{D}\) | Dutta et al47 | 0.927 | 0.928 | 0.928 | - | NA | Failed to classify |
\(S_A\) | Proposed IFSM | 0.957 | 0.964 | 0.951 | \(M_2\) | 0.020 | Correctly classified |
