Statistical models with an outcome variable.
- Linear regression
- Neural networks
- …
Regression models predict a numeric outcome, while Classification models predicts binary, ordered, or unordered qualitative values.
Outcomes
Also called labels/endpoints/dependent variables.
This is what is being predicted.
Independent variables
Also called predictors, features, covariates.
These variables are used for making predictions of the outcome.