Demystifying Machine Learning

Summary:

• Logistic Regression
  • is a linear classifier (NOT a regression model!)
  • is a linear equation followed by a logistic or sigmoid function
  • classification decision based on the value of output (between $0$ and $1$)
  • softer decision boundary compared to a step function