GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning

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Records in this release that cite this source. A record can cite several sources.

• 22 configurations
• 1 benchmark
• 4 tasks
• 12 protocols
• 12 datasets
• 220 evaluations
• 220 results
• 24 evidence claims

Results

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Claims

Statements this source supports, each with where in the source it was checked.

• GlyConnect glycosylation · Glycos (GlycanML glycosylation type prediction): links:evaluates_task:discovery-benchmark-glycanml-glycosylation-type-prediction: Evaluates task GlycanML glycosylation type prediction (Table 3, p. 8, Glycos)
• GlyConnect glycosylation · Glycos (GlycanML glycosylation type prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 3, p. 8, Glycos)
• LectinOracle interaction · Interaction (GlycanML protein-glycan interaction prediction): links:evaluates_task:discovery-benchmark-glycanml-protein-glycan-interaction-prediction: Evaluates task GlycanML protein-glycan interaction prediction (Table 3, p. 8, Interaction)
• LectinOracle interaction · Interaction (GlycanML protein-glycan interaction prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 3, p. 8, Interaction)
• SugarBase immunogenicity · Immuno (GlycanML immunogenicity prediction): links:evaluates_task:discovery-benchmark-glycanml-immunogenicity-prediction: Evaluates task GlycanML immunogenicity prediction (Table 3, p. 8, Immuno)
• SugarBase immunogenicity · Immuno (GlycanML immunogenicity prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 3, p. 8, Immuno)
• SugarBase taxonomy · Class (GlycanML taxonomy prediction): links:evaluates_task:discovery-benchmark-glycanml-taxonomy-prediction: Evaluates task GlycanML taxonomy prediction (Table 3, p. 8, Class)
• SugarBase taxonomy · Class (GlycanML taxonomy prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 3, p. 8, Class)
• SugarBase taxonomy · Domain (GlycanML taxonomy prediction): links:evaluates_task:discovery-benchmark-glycanml-taxonomy-prediction: Evaluates task GlycanML taxonomy prediction (Table 3, p. 8, Domain)
• SugarBase taxonomy · Domain (GlycanML taxonomy prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 3, p. 8, Domain)
• SugarBase taxonomy · Family (GlycanML taxonomy prediction): links:evaluates_task:discovery-benchmark-glycanml-taxonomy-prediction: Evaluates task GlycanML taxonomy prediction (Table 3, p. 8, Family)
• SugarBase taxonomy · Family (GlycanML taxonomy prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 3, p. 8, Family)
• SugarBase taxonomy · Genus (GlycanML taxonomy prediction): links:evaluates_task:discovery-benchmark-glycanml-taxonomy-prediction: Evaluates task GlycanML taxonomy prediction (Table 3, p. 8, Genus)
• SugarBase taxonomy · Genus (GlycanML taxonomy prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 3, p. 8, Genus)
• SugarBase taxonomy · Kingdom (GlycanML taxonomy prediction): links:evaluates_task:discovery-benchmark-glycanml-taxonomy-prediction: Evaluates task GlycanML taxonomy prediction (Table 3, p. 8, Kingdom)
• SugarBase taxonomy · Kingdom (GlycanML taxonomy prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 3, p. 8, Kingdom)
• SugarBase taxonomy · Mean Acc (GlycanML taxonomy prediction): links:evaluates_task:discovery-benchmark-glycanml-taxonomy-prediction: Evaluates task GlycanML taxonomy prediction (Table 4, p. 9, Mean Acc (%))
• SugarBase taxonomy · Mean Acc (GlycanML taxonomy prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 4, p. 9, Mean Acc (%))
• SugarBase taxonomy · Order (GlycanML taxonomy prediction): links:evaluates_task:discovery-benchmark-glycanml-taxonomy-prediction: Evaluates task GlycanML taxonomy prediction (Table 3, p. 8, Order)
• SugarBase taxonomy · Order (GlycanML taxonomy prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 3, p. 8, Order)
• SugarBase taxonomy · Phylum (GlycanML taxonomy prediction): links:evaluates_task:discovery-benchmark-glycanml-taxonomy-prediction: Evaluates task GlycanML taxonomy prediction (Table 3, p. 8, Phylum)
• SugarBase taxonomy · Phylum (GlycanML taxonomy prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 3, p. 8, Phylum)
• SugarBase taxonomy · Species (GlycanML taxonomy prediction): links:evaluates_task:discovery-benchmark-glycanml-taxonomy-prediction: Evaluates task GlycanML taxonomy prediction (Table 3, p. 8, Species)
• SugarBase taxonomy · Species (GlycanML taxonomy prediction): links:part_of:discovery-benchmark-glycanml: Part of GlycanML (Table 3, p. 8, Species)

Models, benchmarks and other records

Evidence

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