Logistic Regression
Frequently Asked Questions
How does logistic regression differ from linear regression?▼
Linear regression predicts continuous numerical outcomes. Logistic regression predicts probabilities between 0 and 1 using a logistic Sigmoid function.
What is the decision boundary in logistic regression?▼
A threshold probability (typically 0.5) where inputs scoring above are classified as positive, and below as negative.
Quick Facts
- CategoryFoundational AI
- Key ApplicationBinary classification, spam detection benchmarks, and probability estimating.
Coverage Trend12 Weeks
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