Explicit phylogenetic information in models improves generalizability and accuracy

Association·arcadia

Claim that the inclusion of explicit phylogenetic information in protein models can reduce training cost, improve accuracy, and expand generalizability.

Confidence

90%

active

Evidence Quote

“Explicit inclusion of phylogenetic information into protein models may reduce training cost, improve accuracy, and expand generalizability.”

Relationship

Phylogenetic bias increases Machine learning models for protein design

Arguments

Phylogenetic biassubject

Machine learning models for protein designobject

Connections (2)

How phylogenetic data engineering expands protein model generalizabilityInferenceChain

Petabase-scale sequence alignment increases viral discoveryAssociation

Explicit phylogenetic information in models improves generalizability and accuracy — ARCADIA Knowledge Graph

Explicit phylogenetic information in models improves generalizability and accuracy

Evidence Quote

Relationship

Arguments

Connections (2)