From: Integrative approaches to the prediction of protein functions based on the feature selection
Specificity | # of GO terms | KLR | KL1LR | KLR with Relief | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
 |  | Pfam | Interpro | All | ES | λ / λ max = 0.01 | λ / λ max = 0.1 |  | |||
 |  |  |  | NOS | S |  | NOS | S | NOS | S |  |
3-10 | 952 | 0.60 | 0.58 | 0.55 | 0.54 | 0.55 | 0.73 | 0.75 | 0.72 | 0.74 | 0.58 |
11-30 | 435 | 0.74 | 0.76 | 0.70 | 0.70 | 0.82 | 0.85 | 0.88 | 0.79 | 0.85 | 0.69 |
31-100 | 239 | 0.79 | 0.79 | 0.82 | 0.82 | 0.84 | 0.84 | 0.88 | 0.78 | 0.86 | 0.64 |
101-300 | 100 | 0.80 | 0.80 | 0.84 | 0.84 | 0.83 | 0.82 | 0.86 | 0.73 | 0.84 | 0.61 |