CS425/528: Machine Learning

Project Assignments

Fall 2012

Project Name	Date Assigned	Due Date
1. Neural network & backpropagation for character recognition	Sept. 11	Undergrads: Part 1 due Mon., Sept. 24, 23:59:59 Part 2 due Mon., Oct. 1, 23:59:59 Grads: Part 1 due Fri., Sept. 28, 23:59:59 Part 2 due Mon., Oct. 1, 23:59:59
2. Genetic Programming for Symbolic Regression     Data set for Project #2	Oct. 2	Undergrads: Part 1 due Mon., Oct. 15, 23:59:59 Part 2 due Mon., Oct. 22, 23:59:59 Grads: Part 1 due Fri., Oct. 19, 23:59:59 Part 2 due Mon., Oct. 22, 23:59:59
3.a. Mini-Assignment #1 (Easy!): Getting Started with Player/Stage	Oct. 23	Undergrads and Grads: Due Fri., Nov. 2, 23:59:59
3.b. Reinforcement learning for robot obstacle avoidance and wall following       Project-3.cfg       Project-3.world	Oct. 23	Undergrads: Part 1 due Fri., Nov. 9, 23:59:59 Part 2 due Fri., Nov. 16, 23:59:59 Grads: Part 1 due Mon., Nov. 12, 23:59:59 Part 2 due Fri., Nov. 16, 23:59:59
4. AdaBoost and Support Vector Machines for Unbalanced Data Sets     Data sets:         liver-disorders_scale_train         liver-disorders_scale_test         glass_scale_train         glass_scale_test         vowel_scale_train         vowel_scale_test	Nov. 15	Everyone (one deadline): Due Fri., Dec. 7, 23:59:59