Logistic Regression
Computer Science · University of Applied Sciences · Machine Learning
This unit introduces Logistic Regression, a statistical model used for binary classification. Students will learn the model, its assumptions, and its applications in various domains.
Zum Üben gibt es 57 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to Logistic Regression
- The Logistic Function
- Model Fitting and Parameter Estimation
- Assumptions of Logistic Regression
- Applications of Logistic Regression
- Model Evaluation and Performance Metrics
- Comparison with Other Classification Algorithms
Stichworte
- Logistic Regression
- Binary Classification
- Model
- Assumptions
- Applications
- Sigmoid Function
- Log-Odds
- Odds Ratio
- Confusion Matrix
- ROC Curve