Homework 5. of Machine Intelligence 1 – NN-KNN-PW-RBF

I take part in a lesson of Machine Intelligence 1  in this semester. And here is my version of the solution of  the 5. exercise.

Task1: Using Neural Network with Gradient Decent, Line Search and Conjungate Gradient methods

Task2: Using KNN in classification

Task3: Using Parzen Window in classification

Task4: Using RBF in classification

My document(PDF format) of this task is below, if you have interest, maybe you can read it.

Homework 5. of Machine Intelligence 1 – NN-KNN-PW-RBF