Outliers detection with autoencoder, a neural network
10/07/2019
Who deals with big dataset in order to use Machine Learning techniques knows that it is vital to keep data clean and to avoid data which is weird. In this point, outliers are a pain in the neck because they may make the results be misunderstood. Several methods can be used to remove outliers from the data, but this post will focus on an unsupervised Machine Learning technique: autoencoder, a kind of neural network.
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