Open map List

Preprocessing

Is one of the ways of Integrating ABM and ML

Integration

Introduction

In the preprocessing phase for an ABM model, ML Algorithms can be used for several reasons.

Explanation

What can be the motivation for using ML in the preprocessing phase?

  • Existence of poor data
  • Missing data in the dataset.
  • Predict Data.
  • Agent extraction
  • Agent Variable extraction
  • Agent behaviour extraction
  • Attribute Initialization 

What technics can I apply?

  • Prediction
  • Clustering

Is it technically difficult?

No, as no formal integration is required. The process is done separately

Outgoing relations