Explain the difference between clarification and regression?
CLARIFICATION | REGRESSION |
---|---|
Classification attempts to find decision boundaries that divide a dataset into different classes. | Regression algorithms solve regression problems such as house price forecasting and weather forecasting. |
Classification is used to predict or classify various values such as real or fake, male or female, spam or non-spam. | Continuous values such as price, income, and age are determined by regression |
Mapping functions are used to map values of predefined classes. | A mapping function is used to map the values of the continuous output. |
BY Best Interview Question ON 30 Dec 2023