Table 4 Parameter Sets and Performances of three Selected Models to Identify Fungal Adhesins and Adhesin-Like Proteins in other fungi (not pathogenic to human).
From: FungalRV: adhesin prediction and immunoinformatics portal for human fungal pathogens
Best model(classifier) selected | Kernel Type | Parameters | Performance of best model (MCC) in the selected subset | Mean MCC for parameters accoss three subsets | CV for parameters accross three subsets |
|---|---|---|---|---|---|
26a | polynomial | d = 2 c = 0.1 | 0.9019 | 0.89 | 3.24% |
470b | RBF | g = 0.01 c = 100 | 0.9044 | 0.8981 | 2.74% |
6c | polynomial | d = 1 c = 1 | 0.9044 | 0.8945 | 0.9% |