Logistic Regression
Data Science · University of Applied Sciences · Machine Learning
This unit introduces logistic regression, a fundamental binary classification technique in machine learning. Students will learn model interpretation, ROC curves, and gain hands-on experience applying logistic regression to real-world datasets.
Zum Üben gibt es 53 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to Logistic Regression
- Logistic Function and Sigmoid Curve
- Maximum Likelihood Estimation
- Model Interpretation and Odds Ratios
- ROC Curves and AUC
- Regularization Techniques
- Applications of Logistic Regression
Stichworte
- Logistic Regression
- Binary Classification
- Model Interpretation
- ROC Curves
- Supervised Learning
- Data Science
- Machine Learning