Table 6.

Results obtained using Random forest enhanced model—second step.

FEM Scenarios			Refined Random Forest Output
Scen.	Position (mm)	Severity γ2 (a2)	Position (mm)	Severity γ2 (a2)	Position Error (%)	Severity Error (%)	Weak Clamping
1	100	0.0033459	97.7	0.0030	0.23	0.03	Detected	False
2	150	0.0033459	148.3	0.0029	0.17	0.04	Detected	False
3	400	0.0033459	400.0	0.0025	0	0.08	Not detected	True
4	550	0.0033459	539.6	0.0028	1.04	0.05	Detected	False
5	613	0.0033459	615.3	0.0026	0.23	0.07	Not detected	True
6	133	0.0033459	136.3	0.0024	0.33	0.09	Not detected	False
7	280	0.0051239	303.4	0.0087	2.34	0.36	Detected	True
8	410	0.0033459	410.1	0.0046	0.01	0.13	Detected	True
9	570	0.0033459	570.1	0.0058	0.01	0.25	Detected	True
10	962	0.0011911	976.3	0.010	1.43	0.88	Detected	True