CSCI 374: Homework Assignment #2

Logistic Regression
Due: 11:59 PM on Monday, October 3Tuesday, October 4

You can download the assignment instructions by clicking on this link

Instructions for using GitHub for our assignments can be found on the Resources page of the class website, as well as using this link.

Example Accuracies

Here are the test set accuracies that my implementation achieved with a learning rate of 0.01, a training set size of 60% of the total data, a validation set size of 20%, and a random seed of 12345. Your answers might be slightly different because of different ways of implementing the solution and different random seeds.

Data Set Accuracy
monks1.csv 0.7816
banknotes.csv 0.9600
occupancy.csv 0.9891
seismic.csv 0.9342