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Logistic regression
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508.
MLE in Logistic Regression
medium
Logistic regression is fitted using maximum likelihood estimation. What is being maximized?
A
The posterior probability of the model parameters given the observed training data
B
The probability of observing the actual class labels given the model's predicted probabilities
C
The proportion of correctly classified training examples weighted by their predicted confidence
D
The margin between the decision boundary and the nearest training points of each class
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