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Consider the following graphs (Figure 1 and Figure 2) that demonstrate the two types of Supervised Learning Models of Artificial Intelligence. Identify and explain each model giving suitable examples of each.
Consider the following graphs (Figure 1 and Figure 2) that demonstrate the two types of Supervised Learning Models of Artificial Intelligence. Identify and explain each model giving suitable examples of each.
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Regression models predict continuous outcomes, while classification models predict categorical outcomes.
Updated On: Jan 13, 2026
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Solution and Explanation
Figure 1 illustrates Linear Regression, a model where a straight line is fitted to data points for predicting continuous outcomes. An example is forecasting house prices based on size. Figure 2 depicts Logistic Regression, a classification model that categorizes data into two groups, often using a sigmoid curve. An example is identifying emails as spam or not spam.
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