Model: Bocklitz-Lab/lit2vec-subfield-classifier-model
Author: Bocklitz-Lab
Pipeline: text-classification
Library: keras
Tags: keras, chemistry, scientific-literature, multilabel, classification, embeddings, text-classification, en, dataset:Bocklitz-Lab/lit2vec-subfield-classifier-dataset, license:cc-by-4.0, model-index, region:us
Card metadata: language: en
library_name: keras
pipeline_tag: text-classification
license: cc-by-4.0
tags: chemistry, scientific-literature, multilabel, classification, embeddings, keras
datasets: Bocklitz-Lab/lit2vec-subfield-classifier-dataset
model-index: name: lit2vec-subfield-classifier-model
results: task: name: Multi-label Text Classification
type: text-classification
dataset: name: Lit2Vec Subfield Classifier Dataset
type: Bocklitz-Lab/lit2vec-subfield-classifier-dataset
split: test
size: 7482
metrics: type: micro_f1
value: 0.81
verified: no, type: macro_f1
value: 0.75
verified: no, type: weighted_f1
value: 0.8
verified: no, type: pr_auc
value: 0.8688
verified: no, type: roc_auc
value: 0.9725
verified: no
Likes: 0 | All-time downloads: 0
Created: 2025-08-15 15:26:15