Table 3.
Performance of different descriptors in clustering of Laccases using various SOM dimensions
| SOM Dimensions | AAC | C of CTD | CT | DIPEP | MA | MBA | Physico-Chemical Properties | Sequence Order Coupling |
|---|---|---|---|---|---|---|---|---|
| 5x5 | 13 | 11 | 12 | 5 | 8 | 13 | 12 | 18 |
| 5x6 | 13 | 15 | 5 | 5 | 4 | 15 | 13 | 22 |
| 6x5 | 12 | 14 | 8 | 5 | 5 | 16 | 12 | 24 |
| 6x6 | 13 | 15 | 11 | 6 | 5 | 18 | 13 | 16 |
| 7x7 | 9 | 17 | 7 | 7 | 6 | 22 | 11 | 39 |
| 8x8 | 11 | 13 | 9 | 9 | 11 | 14 | 14 | 45 |
| CDVD | 8.2E-5 | 2.5E-4 | -0.13 | -1.1E-4 | -2.9E-2 | 4.7E-3 | 6.1E-3 | -1.3E-4 |
| DBI | 0.89 | 0.48 | 0.95 | 0.61 | 0.62 | 0.42 | 0.37 | 0.12 |
SOM: Self Organizing Map, AAC: Amino Acid Composition, DIPEP: Dipeptide Composition, CT: Conjoint Triad, C of CTD: Composition of CTD, MA: Moran Autocorrelation, MBA: Moreau-Broto Autocorrelation, CDVD: intercluster - intracluster variance, DBI: Davies-Bouldin Index.