Model: systems-genomics-lab/deeptaxa
Author: systems-genomics-lab
Tags: hybridcnnbert, bioinformatics, microbiology, microbiome, taxonomy-classification, deep-learning, 16s-rrna, en, dataset:systems-genomics-lab/greengenes, license:mit, model-index, region:us
Card metadata: language: en
tags: bioinformatics, microbiology, microbiome, taxonomy-classification, deep-learning, 16s-rrna
datasets: systems-genomics-lab/greengenes
metrics: accuracy, precision, recall, f1
license: mit
model-index: name: DeepTaxa Hybrid CNN-BERT (April 2025)
results: task: type: classification
name: Hierarchical Taxonomy Classification
dataset: type: systems-genomics-lab/greengenes
name: Greengenes (2024-09 Validation Split)
split: validation
metrics: type: accuracy
value: 0.9999258655200534
name: Domain Accuracy
verified: no, type: accuracy
value: 0.9992339437072182
name: Phylum Accuracy
verified: no, type: accuracy
value: 0.9988879828008006
name: Class Accuracy
verified: no, type: accuracy
value: 0.9971581782687128
name: Order Accuracy
verified: no, type: accuracy
value: 0.9950824128302074
name: Family Accuracy
verified: no, type: accuracy
value: 0.9833444535053253
name: Genus Accuracy
verified: no, type: accuracy
value: 0.9528751822472632
name: Species Accuracy
verified: no
Likes: 0 | All-time downloads: 82
Created: 2025-04-05 15:46:25