Programming Neural Net using Delta Rule

Train an Adaline for the data {(0,0;0), (0,1;0), (2,0;0), (-1,-1;0), (-1,0;0), (0,-1;0), (1,1;0), (0,3;1), (1,3;1), (2,3;1), (1,2;1), (1,0;1), (1,-1;1), (2,0;1), (2,1;1), (2,2;1), (2,-1;1),} where the third element indicates class membership. Choose the initial weights randomly. Evaluate the performance using the following measures. a. Number of iterations in training b. Amount of computation time c. Number of misclassification d. Mean squared error ## Deliverables 1) Complete and fully-functional working program(s) in executable form as well as complete source code of all work done. Program should be fully documented. A separate description should be provided with the program. 2) Deliverables must be in ready-to-run condition, as follows (depending on the nature of the deliverables): a) For web sites or other server-side deliverables intended to only ever exist in one place in the Buyer's environment--Deliverables must be installed by the Seller in ready-to-run condition in the Buyer's environment. b) For all others including desktop software or software the buyer intends to distribute: A software installation package that will install the software in ready-to-run condition on the platform(s) specified in this bid request. 3) All deliverables will be considered "work made for hire" under U.S. Copyright law. Buyer will receive exclusive and complete copyrights to all work purchased. (No GPL, GNU, 3rd party components, etc. unless all copyright ramifications are explained AND AGREED TO by the buyer on the site per the coder's Seller Legal Agreement). ## Platform Windows 9x, Windows XP, Microsoft Visual C++ 6.0