Text processing and summarize with the category web application for Arabic and English texts using NLTK, Python, Flask, and other web languages.

This project was conducted for "API 222: Machine Learning and Data Analytics", taught at the Harvard Kennedy School. We created a novel dataset and explored how machine learning can predict the onset of civil conflict.

In this repository, I am sharing the SMS Spam Detection Classification Model using Ridge Classifier with 99% train accuracy and 98% test accuracy with Hyperparameter Optimization & Class Weight.

Comparison of OLS, Ridge and elastic net estimators