/SMS-spam-detection-ML-DL-approaches

Trying different Machine Learning and Deep Learning approaches for spam filter.

Primary LanguageJupyter Notebook

SMS-spam-detection-ML-DL-approaches

Trying different Machine Learning and Deep Learning approaches for spam filter.

Dataset Link: https://www.kaggle.com/datasets/uciml/sms-spam-collection-dataset

  1. Implented a Naive Bayes Algorithm for Spam Detection.
  2. Fine-tuned DistillBERT Text classification model for SMS Spam detection using above dataset.
  3. Fine-tuned BERT-uncased model for Spam Detection.