Logistic Regression SMS ham/spam Classifier

by Vikram Melkote and Samer Baslan

Usage:

logistic regression

javac cmps142_hw4/LogisticRegression.java

java cmps142_hw4/LogisticRegression

logistic regression with bias term

javac cmps142_hw4/LogisticRegression_withBias.java

java cmps142_hw4/LogisticRegression_withBias

logistic regression with L2 regularization of weights

javac cmps142_hw4/LogisticRegression_withRegularization.java

java cmps142_hw4/LogisticRegression_withRegularization