Clustering FunFams using sequence embeddings improves EC purity

Keyphrases

• Functional Family 100%
• Sequence Embedding 100%
• Cluster Functional 22%
• Knowledge Transfer 11%
• Protein Function 11%
• Amino Acids 11%
• Functional Annotation 11%
• Density-based Spatial Clustering of Applications with Noise (DBSCAN) 11%
• Language Model 11%
• Random Clustering 11%
• Family Cluster 11%
• Model Transfer 11%
• Generating Functional 11%
• Family Needs 11%
• Functional Consistency 11%
• Shared Function 11%

Biochemistry, Genetics and Molecular Biology

• Class Architecture Topology Homology 100%
• Amino Acids 50%
• Protein Function 50%