← All modelsalgorithm
Linear Regression
beginnersupervised
parametricregressiontabular
Mechanisms
weighted sumleast squares
Properties
extrapolates linearlyinterpretable
Constraints
sensitive to outliers
Practical profile
- Explainability
- high
- Training cost
- low
- Inference cost
- low
- Data appetite
- low
