Can I read SMS Spam Detection with NLP & Ensemble Learning on EtoBox?

SMS Spam Detection with NLP & Ensemble Learning by gokumar649 is a document available to read on EtoBox.

What is SMS Spam Detection with NLP & Ensemble Learning about?

The document outlines a retrospective on SMS spam detection using NLP and ensemble learning, highlighting the success of models like Extra Trees Classifier and Random Forest in achieving high precision and recall. It notes challenges such as high computational overhead and initial delays in data preprocessing, while suggesting improvements like optimizing pipelines and enhancing the GUI. Proposed actions include automating hyperparameter tuning, refining the GUI, and exploring new algorithms for better accu

Author

gokumar649

Language

EN