KnutJaegersberg/website-classifier

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