GenoPheno
Description
GenoPheno web-server allows genotype-phenotype-specific machine-learning modelings. The input genomic features to Geno2Pheno can be provided by Seq2Pheno or directly by the user. It offers a wide range of configurable predictive models, optimization metrics, and validation approaches (e.g., tree-based cross-validation). Geno2Pheno then generates detailed performance overviews, publication-quality visualizations, optimized predictive models, and phenotype-specific biomarkers.
Type
Software
Subtypes
Evaluation Tool
Focuses
Generally applicable
Topics
Data analysis
Contacts
Dr. Carmen Paulmann
Helmholtz-Zentrum für Infektionsforschung
Projektmanagerin Bioressourcen, Biodaten und digitale Gesundheit
User groups / addressees
Scientists
keywords
Analyses
Preview image
File type
webpage