Table 3.
α | level 1 | max level | best level | time (s) | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
#cc | pMF | pBP | μq | lev | #cc | pMF | pBP | μq | lev | #cc | pMF | pBP | μq | |||||
HOCCLUS2 | ||||||||||||||||||
0.1 | 12/36 | 72 | 0.000 | 0.000 | 1.00 | 6 | 5 | 0.099 | 0.125 | 0.14 | 1 | 72 | 0.000 | 0.000 | 1.00 | 9 | ||
0.2 | 5 | 10 | 0.011 | 0.015 | 0.27 | 1 | 72 | 0.000 | 0.000 | 1.00 | 8 | |||||||
0.3 | 4 | 17 | 0.009 | 0.002 | 0.41 | 1 | 72 | 0.000 | 0.000 | 1.00 | 8 | |||||||
0.4 | 4 | 24 | 0.000 | 0.002 | 0.55 | 1 | 72 | 0.000 | 0.000 | 1.00 | 8 | |||||||
0.5 | 3 | 28 | 0.000 | 0.001 | 0.61 | 1 | 72 | 0.000 | 0.000 | 1.00 | 8 | |||||||
HOCCLUS (with METIS) | ||||||||||||||||||
0.1 | 100/100 | 72 | 0.000 | 0.015 | 0.21 | 3 | 43 | 0.008 | 0.043 | 0.10 | 2 | 47 | 0.003 | 0.008 | 0.11 | 30 | ||
0.2 | 2 | 68 | 0.000 | 0.006 | 0.14 | 2 | 68 | 0.000 | 0.006 | 0.14 | 54 | |||||||
0.3 | 1 | 72 | 0.000 | 0.015 | 0.21 | 1 | 72 | 0.000 | 0.015 | 0.21 | 70 | |||||||
0.4 | 1 | 72 | 0.000 | 0.015 | 0.21 | 1 | 72 | 0.000 | 0.015 | 0.21 | 71 | |||||||
0.5 | 1 | 72 | 0.000 | 0.015 | 0.21 | 1 | 72 | 0.000 | 0.015 | 0.21 | 71 | |||||||
ROCC | ||||||||||||||||||
- | 41/16 | 198 | 1.000 | 1.000 | 0.01 | - | - | - | - | - | - | - | - | - | - | 89 |
miRTarBasefilt results. represents the percentage of biclustered mRNAs and miRNAs. #cc is the number of biclusters. lev represents the level number. Results do not vary at the first level since it does not depend on the α value. β does not influence results because of binary interaction scores.