Lecture 01 - A simple linear classifier

Lecture01

A simple linear classifier.

Available Functions

• demo(a=nothing): Simple demo for 2x2 pixel symbol recognition

Usage

using MachineLearningCourse
Lecture01.demo()

demo(a=nothing)

Simple demo for 2x2 pixel symbol recognition

Arguments

• a: input vector of 4 real numbers. If not provided, random values between 0 and 1 are used.

Usage

# Run with random input
demo()

# Run with specific 2x2 pixel intensities arranged as [top-left, top-right, bottom-left, bottom-right]
demo([0.8, 0.2, 0.1, 0.9])

The demo implements a simple linear classifier that takes an input representing pixel intensities to identify either symbol ⟋ or ⟍ .