CS425/528: Machine Learning

Project Assignments

Fall 2010

Project Name	Date Assigned	Due Date
1. Neural network & backpropagation for character recognition	Sept. 7	Undergrads: Part 1 due Fri., Sept. 24, 22:00:00 Part 2 due Fri., Oct. 1, 22:00:00 Grads: Part 1 due Mon., Sept. 27, 22:00:00 Part 2 due Fri., Oct. 1, 22:00:00
2. Genetic Programming for Symbolic Regression     Data set for Project #2	Sept. 30	Undergrads: Part 1 due Mon., Oct. 18, 22:00:00 Part 2 due Mon., Oct. 25, 22:00:00 Grads: Part 1 due Wed., Oct. 20, 22:00:00 Part 2 due Mon., Oct. 25, 22:00:00
3.a. Mini-Assignment #1 (Easy!): Getting Started with Player/Stage	Oct. 19	Undergrads and Grads: Due Mon., Nov. 1, 22:00:00
3.b. Reinforcement learning for robot obstacle avoidance and wall following       Project-3.cfg       Project-3.world	Oct. 26	Undergrads: Part 1 due Mon., Nov. 15, 22:00:00 Part 2 due Fri., Nov. 19, 22:00:00 Grads: Part 1 due Mon., Nov. 15, 22:00:00 Part 2 due Fri., Nov. 19, 22:00:00
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. 18	Everyone (one deadline): Due Fri., Dec. 10, 22:00:00