← All modelsalgorithm
Logistic Regression
beginnersupervised
parametricclassificationtabulartext
Mechanisms
weighted sumprobability link
Properties
interpretableprobabilistic output
Constraints
requires scalingsensitive to outliers
Practical profile
- Explainability
- high
- Training cost
- low
- Inference cost
- low
- Data appetite
- low
