phylotypr

phylotypr implements the naive Bayesian classification algorithm to classify DNA sequences, particularly 16S rRNA gene sequences, to taxonomic lineages for microbial ecology applications.

Key Features:

• Naive Bayesian Classification: Implements the naive Bayesian classifier algorithm for taxonomic assignment of DNA sequences.
• Database Integration: Leverages taxonomic databases from the Ribosomal Database Project, SILVA, and greengenes through the companion phylotyprrefdata package.
• 16S rRNA Gene Sequence Support: Optimized for classification of 16S rRNA gene sequences and other gene sequences to taxonomic lineages.

Scientific Applications:

• Microbial Ecology: Supports taxonomic classification of microbial community members from DNA sequencing data.
• 16S rRNA Gene-Based Taxonomy: Enables assignment of 16S rRNA gene sequences to taxonomic lineages for bacterial and archaeal identification.

Methodology:

The tool implements the naive Bayesian classification algorithm for sequence classification.