Downloads · 30 days
0
nppe2-protein-structure-ensemble
iitanish/nppe2-protein-structure-ensemble
nppe2-protein-structure-ensemble is a machine learning model from iitanish. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This is an ensemble of three deep learning models for protein secondary structure prediction, achieving 0.469 F1 score on the NPPE-II test set.
Access
Public
Updated Dec 16, 2025
Repo size
—
Likes
0
Public
Repo makeup
Click a slice to open those files.
.csv899 KB · 98%
At a glance
- License
- mit
- Access
- Public
- Created
- Dec 16, 2025
- Updated
- Dec 16, 2025
- SHA
- 5f060b34
Datasets
Model card
From the Hugging Face model README
NPPE2 Protein Secondary Structure Prediction - Ensemble Model
Model Description
This is an ensemble of three deep learning models for protein secondary structure prediction, achieving 0.469 F1 score on the NPPE-II test set.
Key Achievement 🎯
Fixed Critical Bug: Q3 class 'C' (representing 42% of training data) was incorrectly mapped to index 0, causing it to be ignored by the loss function.
Citation
@misc{nppe2-protein-ensemble-2025, title={NPPE2 Protein Secondary Structure Prediction Ensemble}, author={IIT Madras BS Programme Student}, year={2025}, howpublished={\url{https://huggingface.co/YOUR_USERNAME/nppe2-protein-ensemble}}, note={Assignment submission for NPPE-II course} }
License
MIT License
- License
- mit
- Languages
- en
- Created
- Dec 16, 2025
- Updated
- Dec 16, 2025