Figure 4 | Scientific Reports

Figure 4

From: Machine-learning-assisted high-throughput identification of potent and stable neutralizing antibodies against all four dengue virus serotypes

Figure 4

Top 30 important features with corresponding amino acids. We analysed our dataset and found the top 30 important features and corresponding amino acids of the neutralizing class from XGB model analysis. (All AA; all amino acids, ND; could not be determined, A; alanine, V; valine, L; leucine, I; isoleucine, M; methionine, T; threonine, G; glycine, Y; tyrosine, S; serine, C; cysteine, F; phenylalanine, W; tryptophan, N; asparagine, Q; glutamine, K; lysine, R; arginine, H; histidine, P; proline).

Back to article page