mheimann

mheimann / SMSSpamDetector / 0.1.0

README.md

Given a string representing a SMS message, classifies it as "spam" or "ham" (not spam) using a Linear SVM with Stochastic Gradient Descent trained on a publicly available dataset from the well known UCI machine learning repository whose hyperparameters were set with Bayesian Optimization.  Designed to be a simple demonstration machine learning task whose performance was optimized with Bayesian optimization.