Regression is a type of supervised learning where the algorithm is trained to predict a continuous numerical value, such as a price or a temperature.
Let's understand regression algorithm it using an analogy:
Imagine you're a soccer coach, trying to predict how many goals your team will score in the next match based on various factors like player skill, opponent strength, and weather conditions. A regression algorithm, in this case, can be thought of as a skilled sports analyst who helps you make these predictions.
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