Which regression technique uses the logistic function (or sigmoid function) to squeeze the output between 0 and 1?

  • Linear Regression
  • Logistic Regression
  • Poisson Regression
  • Ridge Regression
Logistic Regression uses the logistic function (sigmoid function) to model the probability of a binary outcome. This function ensures that the output is constrained between 0 and 1, making it suitable for classification tasks.
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