June 5, 2023

New White Paper: Basic Concepts of Machine Learning

     Basic Concepts of Machine Learning Implemented by

This white paper describes the basic concepts of models and AI, as implemented by Understanding these concepts is extremely helpful in obtaining in-depth insights into the system’s inner workings, as described in other white papers and the system documentation. These basic concepts are described in detail, using examples from within the freight pricing world and unrelated examples for clarity.

What you'll learn:

  • What is a model?
  • How to train, validate and test a model
  • How specific features can affect the prediction of a model
  • Filtering and removing outliers
  • Regression vs. Classification models

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