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. 2025 Aug 22;15:30849. doi: 10.1038/s41598-025-89221-8

Table 4.

Sample training data of O-MLM.

S. no Delta difference Mean distance Related energy Related mobility Transmission delay Class label
1 8.282877 0.544444 0.177778 0 0 2(LA)
2 28.18314 0.736111 0.455556 0.002137 0.034402 1(Member)
3 27.85697 0.85 0.455556 0.001653 0.026603 1(Member)
4 36.98853 0.827778 0.455556 0.00236 0.037981 1(Member)
5 21.62178 0.738889 0.455556 0.0015 0.024138 1(Member)
6 10.08948 0.138889 0.455556 0.001071 0.017233 1(Member)
7 7.339835 0.016667 0.177778 0 0 2(LA)
8 28.85827 0.425 0.455556 0.002286 0.036799 1(Member)
9 29.73845 0.811111 0.455556 0.001584 0.025495 1(Member)
10 28.81437 0.252778 0.455556 0.0018 0.028971 1(Member)
11 28.46728 0.147222 0.455556 0.001703 0.030143 1(Member)
12 34.01818 0.241667 0.455556 0.001466 0.02595 1(Member)
13 5.921404 0.352778 0.177778 0 0 2(LA)
14 42.36541 0.111111 0.455556 0.00236 0.041775 1(Member)
15 24.9938 0.802778 0.455556 0.001441 0.025508 1(Member) (Member)
16 16.09644 0.138889 0.455556 0.001103 0.01953 1(Member)
17 40.06615 0.783333 0.455556 0.002199 0.038933 1(Member)
18 21.13001 0.405556 0.455556 0.000801 0.014178 1(Member)
19 22.77754 0.216667 0.455556 0.001304 0.023079 1(Member)
20 5.595669 0.197222 0.177778 0 0 2(LA)