In business and science alike, while conducting some processes, it is always necessary to measure efficiency and quality. When it comes to the financial deals, the situation is simple. Income either in short or in long term is the way to go. But what about Machine Learning? To measure the quality of a developed model, we use the process of validation which ensures that we are moving forward in our search for the efficiency and the optimal capacity.
Validation - Learning, Not Memorizing
October 17, 2018 by Paweł Grabiński Validation Overfit