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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%