Proceptron and Its Algorithm
Here, we introduce an old but interesting algorithm to train a classifier. The main purpose is help you getting real feelings about taring algorithm in machine learning and have a deeper understanding of linear classifiers.
Next, I’ll begin with a historical review of this algorithm and understanding the basic purpose of an machine learning algorithm. Then we use more algebra and geometry to show the intuitive idea behind of a linear classifier in general. In the end, the proceptron algorithm will be interpreted through algebra and geometry.
Outline：
- Historical review of Proceptron
- More geometrical insights of linear classifier
- Proceptron algorithm
