Elements Of An Algorithm: Ground Truthing

When a group of computer scientists, researchers, or engineers gather to create an algorithm, they are initially driven by a set of elements.

These elements define the problem they want to solve and determine the type of data they need to validate their algorithm.

Once the problem is formulated, the researchers must establish the ground truth by collecting the right material that enables them to verify their algorithms and the models they will build in the future.