Artificial Neural Networks with Java: Tools for Building Neural Network Applications

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

I. LivshinArtificial Neural Networks with Javahttps://doi.org/10.1007/978-1-4842-7368-5_6

6. Neural Network Prediction Outside of the Training Range

Igor Livshin¹  

(1)

Chicago, IL, USA

 

Data preparation for neural network processing is typically the most difficult and time-consuming task. In addition to the enormous volume of data that could easily reach millions and even billions of rows, the main difficulty is in preparing the data in the correct format for the task in question. In this and the following chapters, we will demonstrate several techniques of data preparation/transformation.

The goal of this example is to show how to deal with the major restrictions ...