Linear Perceptron Learning
Stage 1:
- Create a linearly separable dataset by clicking on the plane to add points to classes 1 and 2.
- Click start to initialize the weight vector (you may re-initialize by clicking on it again).
- Click the step button to see the stepping through the algorithm.
- Note number of iterations for convergence.
Stage 2:
- Repeat the above procedure for the different datasets with varying amount of separation between them. Note down your observations.
Stage 3:
- Study the effect of varying the decay rate with different amounts of separability.