From: Mining the Arabidopsis thaliana genome for highly-divergent seven transmembrane receptors
Methods | Number of 7TMpR candidates* |
---|---|
HMMTOP | Â |
   7TMs†| 236 (201) |
   6-8 TM†| 633 (545) |
   5-9 TMs†| 1,091 (957) |
   5-10 TMs†| 1,343 (1,179) |
SAM | 16 (15) |
LDA | 3,211 (2,935) |
QDA | 2,006 (1,820) |
LOG | 2,626 (2,394) |
KNN (K = 5) | 3,125 (2,839) |
KNN (K = 10) | 3,202 (2,906) |
KNN (K = 15) | 3,298 (3,004) |
KNN (K = 20) | 3,347 (3,043) |
SVM-AA | 2,263 (2,043) |
SVM-di | 2,004 (1,807) |
PLS-ACC | 2,671 (2,466) |