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Logistic Regression Probability Model Consider a logistic regression model. Wh...

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Logistic Regression Probability Model

Consider a logistic regression model. What is the general expression for the probability P(Y = 1 | X = x, θ), where:

  • are the features (with X₀ = 1 for the bias term),
  • is a binary outcome (0 or 1),
  • is the parameter vector.

Choose the correct expression:

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