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Machine Learning · Logistic regression
Logistic regression for binary classification: the sigmoid, log-loss, decision thresholds, and predicted probabilities.
- Logistic regression is linear regression passed through a sigmoid, so the output is a probability.
- Changing the 0.5 threshold trades precision against recall.