Linear Perceptron Learning

The high level goals of the experiment are:

  • To understand the working of linear perceptron learning algorithm.
  • To understand the effect of various parameters on the learning rate and convergence of the algorithm.
  • To understand the effect of data distribution on learnability of the algorithm.
  • To understand the implication of learning a constrained plane in d+1-dimensional space.