Table 5 Set of RCPs obtained by applying k-means with k=12
From: A method for identifying faulty cells using a classification tree-based UE diagnosis in LTE
ξ i [%] | |||||||||
|---|---|---|---|---|---|---|---|---|---|
No. of | Labeled | Normal | DL Cong | DL Cov | DL Int | UL Cong | UL Cov | UL Int | Unknown |
RCP | categ. c i | (i=1) | (i=2) | (i=3) | (i=4) | (i=5) | (i=6) | (i=7) | (i=8) |
1 | Normal | 98.41 | 0.07 | 0.16 | 0.28 | 0.03 | 0.15 | 0.11 | 0.78 |
2 | DL Cong | 4.38 | 92.65 | 0.13 | 0.51 | 0.85 | 0.13 | 0.18 | 1.17 |
3 | DL Cov | 11.24 | 0.10 | 65.25 | 6.12 | 1.84 | 5.55 | 1.90 | 8.00 |
4 | DL Int | 0.80 | 0.00 | 0.85 | 93.38 | 0.66 | 0.16 | 0.71 | 3.44 |
5 | UL Cong | 3.59 | 3.24 | 1.21 | 3.71 | 85.23 | 0.98 | 0.51 | 1.54 |
6 | UL Cov | 3.66 | 0.00 | 0.78 | 2.03 | 1.06 | 86.83 | 1.22 | 4.43 |
7 | UL Int | 2.87 | 0.00 | 0.99 | 4.39 | 0.00 | 5.90 | 83.13 | 2.73 |
8 | Unknown | 1.77 | 0.03 | 0.25 | 0.67 | 0.08 | 0.35 | 0.32 | 96.54 |
9 | DL Int | 40.44 | 0.58 | 2.35 | 39.28 | 1.58 | 1.95 | 1.84 | 11.98 |
10 | DL Int | 7.96 | 2.48 | 4.51 | 17.30 | 1.71 | 11.13 | 8.35 | 46.57 |
11 | UL Cov | 53.69 | 6.05 | 2.30 | 1.73 | 8.19 | 15.40 | 7.77 | 4.87 |
12 | Unknown | 51.31 | 0.37 | 1.45 | 1.38 | 0.38 | 2.25 | 1.14 | 41.72 |