January 2020
Intermediate to advanced
346 pages
9h 8m
English
Content preview from Hands-On Genetic Algorithms with Python
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Regression
In contrast to classification tasks, the model for regression tasks maps the input values into a single output to provide a continuous value, as illustrated in the following image:
Machine learning regression model
Given the input values, the model is expected to predict the correct value of the output.
Real-life examples of regression include predicting the value of stocks, the quality of wine, or the market price of a house, as depicted in the following image:
House pricing regressor
In the preceding image, the inputs are features ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.