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Machine Learning Solutions
book

Machine Learning Solutions

by Jalaj Thanaki
April 2018
Beginner to intermediate content levelBeginner to intermediate
566 pages
12h 17m
English
Packt Publishing
Content preview from Machine Learning Solutions

The best approach

Here, we are going to implement the neural network-based algorithm multilayer perceptron (MLP). You can refer to the following code snippet:

The best approach

Figure 2.37: Code snippet for multilayer perceptron

Here, you can see that we are using the Relu activation function, and the gradient descent solver function is ADAM. We are using a learning rate of 0.0001. You can evaluate the result by referring to the following graph:

The best approach

Figure 2.38: Code snippet for generating the graph for the actual and predicted prices

This graph shows that all the data records' ...

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Publisher Resources

ISBN: 9781788390040Supplemental Content