transformers safetensors deberta-v2 text-classification autotrain dataset:KnutJaegersberg/c4-website-classifier-dataset autotrain_compatible endpoints_compatible region:us
---
datasets:
- KnutJaegersberg/c4-website-classifier-dataset
tags:
- autotrain
- text-classification
widget:
- text: I love AutoTrain
---


Used the website categories from URL Classification Dataset [DMOZ] https://www.kaggle.com/datasets/shawon10/url-classification-dataset-dmoz and a zero-shot-classifier on c4 sample to make a training dataset. 
Only a subset of the linked dataset was used. 


# Model Trained Using AutoTrain

- Problem type: Text Classification

## Validation Metrics
loss: 0.45181071758270264

f1_macro: 0.9103583954158208

f1_micro: 0.9108333333333334

f1_weighted: 0.9103583954158205

precision_macro: 0.9123282026272069

precision_micro: 0.9108333333333334

precision_weighted: 0.9123282026272069

recall_macro: 0.9108333333333334

recall_micro: 0.9108333333333334

recall_weighted: 0.9108333333333334

accuracy: 0.9108333333333334