Explore how regression models forecast future sea levels. Learn how regression is crucial in predicting continuous values for long-term trends.
Table of Contents
Question
You need to predict the sea level in meters for the next 10 years. Which type of machine learning should you use?
A. classification
B. regression
C. clustering
Answer
B. regression
Explanation
For predicting sea levels over the next 10 years, the suitable type of machine learning is option B: regression. Regression models forecast continuous numerical values, making them ideal for predicting future sea level measurements based on historical data.
In the most basic sense, regression refers to prediction of a numeric target. Linear regression attempts to establish a linear relationship between one or more independent variables and a numeric outcome, or dependent variable. You use this module to define a linear regression method, and then train a model using a labeled dataset. The trained model can then be used to make predictions.
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