Table 4 Initial health prediction model for the WSN.
No | Rule weight | Feature | Output distribution | No | Rule weight | Feature | Output distribution | ||
|---|---|---|---|---|---|---|---|---|---|
\(AR\) | \(FR\) | \(\{ H,\;M,\;L\}\) | \(AR\) | \(FR\) | \(\{ H,\;M,\;L\}\) | ||||
1 | 1 | \(L\) | \(L\) | (1 0 0) | 11 | 1 | \(SH\) | \(L\) | (0.2 0.8 0) |
2 | 1 | \(L\) | \(SL\) | (0.8 0.2 0) | 12 | 1 | \(SH\) | \(SL\) | (0 1 0) |
3 | 1 | \(L\) | \(M\) | (0.6 0.4 0) | 13 | 1 | \(SH\) | \(M\) | (0 0.8 0.2) |
4 | 1 | \(L\) | \(SH\) | (0.5 0.5 0) | 14 | 1 | \(SH\) | \(SH\) | (0 1 0) |
5 | 1 | \(L\) | \(H\) | (0.4 0.6 0) | 15 | 1 | \(SH\) | \(H\) | (0 0.8 0.2) |
6 | 1 | \(M\) | \(L\) | (0.35 0.75 0) | 16 | 1 | \(H\) | \(L\) | (0 0.9 0.1) |
7 | 1 | \(M\) | \(SL\) | (0.2 0.8 0) | 17 | 1 | \(H\) | \(SL\) | (0 0.8 0.2) |
8 | 1 | \(M\) | \(M\) | (0.1 0.9 0) | 18 | 1 | \(H\) | \(M\) | (0 0.5 0.5) |
9 | 1 | \(M\) | \(SH\) | (0 0.7 0.3) | 19 | 1 | \(H\) | \(SH\) | (0 0.2 0.8) |
10 | 1 | \(M\) | \(H\) | (0 0.5 0.5) | 20 | 1 | \(H\) | \(H\) | (0 0 1) |
